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5,100
1911.09722
A Lakshmi
Lakshmi Annamalai, Anirban Chakraborty and Chetan Singh Thakur
EvAn: Neuromorphic Event-based Anomaly Detection
null
null
null
null
stat.ML cs.LG eess.IV
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Event-based cameras are bio-inspired novel sensors that asynchronously record changes in illumination in the form of events, thus resulting in significant advantages over conventional cameras in terms of low power utilization, high dynamic range, and no motion blur. Moreover, such cameras, by design, encode only the relative motion between the scene and the sensor (and not the static background) to yield a very sparse data structure, which can be utilized for various motion analytics tasks. In this paper, for the first time in event data analytics community, we leverage these advantages of an event camera towards a critical vision application - video anomaly detection. We propose to model the motion dynamics in the event domain with dual discriminator conditional Generative adversarial Network (cGAN) built on state-of-the-art architectures. To adapt event data for using as input to cGAN, we also put forward a deep learning solution to learn a novel representation of event data, which retains the sparsity of the data as well as encode the temporal information readily available from these sensors. Since there is no existing dataset for anomaly detection in event domain, we also provide an anomaly detection event dataset with an exhaustive set of anomalies. Careful analysis reveals that the proposed method results in huge reduction in computational complexity as compared to previous state-of-the-art conventional anomaly detection networks.
[{'version': 'v1', 'created': 'Thu, 21 Nov 2019 19:43:51 GMT'} {'version': 'v2', 'created': 'Sat, 15 Feb 2020 19:23:42 GMT'}]
2020-02-18
[array(['Annamalai', 'Lakshmi', ''], dtype=object) array(['Chakraborty', 'Anirban', ''], dtype=object) array(['Thakur', 'Chetan Singh', ''], dtype=object)]
5,101
1106.5130
Mladen Kova\v{c}evi\'c
Mladen Kova\v{c}evi\'c, Ivan Stanojevi\'c, Vojin \v{S}enk
Some Properties of R\'{e}nyi Entropy over Countably Infinite Alphabets
13 pages (single-column)
Probl. Inf. Transm., vol. 49, no. 2, pp. 99-110, Apr. 2013
10.1134/S0032946013020014
null
cs.IT math.IT
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper we study certain properties of R\'{e}nyi entropy functionals $H_\alpha(\mathcal{P})$ on the space of probability distributions over $\mathbb{Z}_+$. Primarily, continuity and convergence issues are addressed. Some properties shown parallel those known in the finite alphabet case, while others illustrate a quite different behaviour of R\'enyi entropy in the infinite case. In particular, it is shown that, for any distribution $\mathcal P$ and any $r\in[0,\infty]$, there exists a sequence of distributions $\mathcal{P}_n$ converging to $\mathcal{P}$ with respect to the total variation distance, such that $\lim_{n\to\infty}\lim_{\alpha\to{1+}} H_\alpha(\mathcal{P}_n) = \lim_{\alpha\to{1+}}\lim_{n\to\infty} H_\alpha(\mathcal{P}_n) + r$.
[{'version': 'v1', 'created': 'Sat, 25 Jun 2011 13:49:45 GMT'} {'version': 'v2', 'created': 'Wed, 27 Feb 2013 15:36:35 GMT'}]
2020-08-13
[array(['Kovačević', 'Mladen', ''], dtype=object) array(['Stanojević', 'Ivan', ''], dtype=object) array(['Šenk', 'Vojin', ''], dtype=object)]
5,102
1806.01678
Nate Veldt
Nate Veldt and David Gleich and Anthony Wirth and James Saunderson
A Projection Method for Metric-Constrained Optimization
null
null
null
null
cs.NA cs.LG stat.ML
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We outline a new approach for solving optimization problems which enforce triangle inequalities on output variables. We refer to this as metric-constrained optimization, and give several examples where problems of this form arise in machine learning applications and theoretical approximation algorithms for graph clustering. Although these problem are interesting from a theoretical perspective, they are challenging to solve in practice due to the high memory requirement of black-box solvers. In order to address this challenge we first prove that the metric-constrained linear program relaxation of correlation clustering is equivalent to a special case of the metric nearness problem. We then developed a general solver for metric-constrained linear and quadratic programs by generalizing and improving a simple projection algorithm originally developed for metric nearness. We give several novel approximation guarantees for using our framework to find lower bounds for optimal solutions to several challenging graph clustering problems. We also demonstrate the power of our framework by solving optimizing problems involving up to 10^{8} variables and 10^{11} constraints.
[{'version': 'v1', 'created': 'Tue, 5 Jun 2018 13:25:30 GMT'}]
2018-06-06
[array(['Veldt', 'Nate', ''], dtype=object) array(['Gleich', 'David', ''], dtype=object) array(['Wirth', 'Anthony', ''], dtype=object) array(['Saunderson', 'James', ''], dtype=object)]
5,103
1001.1347
Stephane Menozzi
Vincent Lemaire (PMA), Stephane Menozzi (PMA)
On some Non Asymptotic Bounds for the Euler Scheme
26 pages
Electronic Journal of Probability, Institute of Mathematical Statistics (IMS), 2010, pp.1645-1681
10.1214/EJP.v15-814
null
math.PR
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We obtain non asymptotic bounds for the Monte Carlo algorithm associated to the Euler discretization of some diffusion processes. The key tool is the Gaussian concentration satisfied by the density of the discretization scheme. This Gaussian concentration is derived from a Gaussian upper bound of the density of the scheme and a modification of the so-called "Herbst argument" used to prove Logarithmic Sobolev inequalities. We eventually establish a Gaussian lower bound for the density of the scheme that emphasizes the concentration is sharp.
[{'version': 'v1', 'created': 'Fri, 8 Jan 2010 19:44:05 GMT'}]
2018-02-20
[array(['Lemaire', 'Vincent', '', 'PMA'], dtype=object) array(['Menozzi', 'Stephane', '', 'PMA'], dtype=object)]
5,104
gr-qc/9711066
Eanna E. Flanagan
Eanna E. Flanagan (Cornell University)
Quantum mechanical instabilities of Cauchy horizons in two dimensions - a modified form of the blueshift instability mechanism
20 pages (including 4 eps figures), RevTex. Uses psfig.tex. To be published in the proceedings of the workshop on ``The Internal Structure of Black Holes and Spacetime Singularities", held at the Technion -- Israel Institute of Technology, Haifa, Israel. June 29 - July 3, 1997
null
null
null
gr-qc hep-th
null
There are several examples known of two dimensional spacetimes which are linearly stable when perturbed by test scalar classical fields, but which are unstable when perturbed by test scalar quantum fields. We elucidate the mechanism behind such instabilities by considering minimally coupled, massless, scalar, test quantum fields on general two dimensional spacetimes with Cauchy horizons which are classically stable. We identify a geometric feature of such spacetimes which is a necessary condition for obtaining a quantum mechanical divergence of the renormalized expected stress tensor on the Cauchy horizon for regular initial states. This feature is the divergence of the affine parameter length of a one parameter family of null geodesics which lie parallel to the Cauchy horizon, where the affine parameter normalization is determined by parallel transport along a fixed, transverse null geodesic which intersects the Cauchy horizon. (By contrast, the geometric feature of such spacetimes which underlies classical blueshift instabilities is the divergence of a holonomy operator). We show that the instability can be understood as a ``delayed blueshift'' instability, which arises from the infinite blueshifting of an energy flux which is created locally and quantum mechanically. The instability mechanism applies both to chronology horizons in spacetimes with closed timelike curves, and to the inner horizon in black hole spacetimes like two dimensional Reissner-Nordstrom-de Sitter.
[{'version': 'v1', 'created': 'Fri, 21 Nov 1997 20:05:16 GMT'}]
2007-05-23
[array(['Flanagan', 'Eanna E.', '', 'Cornell University'], dtype=object)]
5,105
2004.11325
Sahar Rahbar
Sahar Rahbar
Mathematical and Preclinical Investigation of Respiratory Sinus Arrhythmia Effects on Cardiac Output
null
null
null
null
q-bio.TO math.AP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Respiratory sinus arrhythmia (RSA) is heart rate variability in synchrony with respiration although its functional significance not clear. The loss of sinus arrhythmia may indicate underlying heart failure or disease; therefore, there would be a great advantage of knowing how it works and affects the cardio-respiratory system, especially by providing a mathematical model. To this end, Windkessel model and cardiovascular partial differential equations are used to obtain cardiac output based on the elasticity of left ventricle, which is related to RSA. By solving the corresponding equations, it would be possible to propose a new model to predict the RSA effects on cardiac output.
[{'version': 'v1', 'created': 'Thu, 23 Apr 2020 17:19:44 GMT'}]
2020-04-24
[array(['Rahbar', 'Sahar', ''], dtype=object)]
5,106
2109.11753
Noritomo Kozima
Noritomo Kozima
Pullback formula for vector valued Siegel modular forms and its applications
null
null
null
null
math.NT
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Let $E_n$ be the Siegel Eisenstein series of degree $n$ and weight $k$ with a complex parameter $s$. In this paper, using a differential operator $D$ by Ibukiyama which sends a scalar valued Siegel modular form to the tensor product of two vector valued Siegel modular forms, under a certain condition, we give a formula of $DE_{p+q}$ on $H_p\times H_q$, where $H_n$ is the Siegel upper half space of degree $n$. Furthermore, we give some applications of this formula, i.e., analytic properies of standard $L$-functions and the Klingen Eisenstein series and algebraicity results for Siegel modular forms and standard $L$-functions.
[{'version': 'v1', 'created': 'Fri, 24 Sep 2021 05:51:21 GMT'}]
2021-09-27
[array(['Kozima', 'Noritomo', ''], dtype=object)]
5,107
2005.10694
Griselda Figueroa Aguirre
Ernesto F. Eiroa, Griselda Figueroa-Aguirre
Thin shells in F(R) gravity with non-constant scalar curvature
17 pages, 4 figures; v2: extended and improved version, new references added
Eur. Phys. J. Plus (2020) 135:774
10.1140/epjp/s13360-020-00793-y
null
gr-qc
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We introduce two classes of spherically symmetric spacetimes having a thin shell of matter, in non-quadratic F(R) theories of gravity with non-constant scalar curvature R. In the first, the thin shell joins an inner region with an outer one, while in the second it corresponds to the throat of a wormhole. In both scenarios, we analyze the stability of the static configurations under radial perturbations. As particular examples in spacetimes with a cosmological constant, we present charged thin shells surrounding a non-charged black hole and charged thin-shell wormholes. We show that in both cases stable solutions are possible for suitable values of the parameters.
[{'version': 'v1', 'created': 'Thu, 21 May 2020 14:35:53 GMT'} {'version': 'v2', 'created': 'Tue, 6 Oct 2020 13:48:48 GMT'}]
2020-10-07
[array(['Eiroa', 'Ernesto F.', ''], dtype=object) array(['Figueroa-Aguirre', 'Griselda', ''], dtype=object)]
5,108
hep-th/9903010
Michael Gutperle
Michael Gutperle
A note on heterotic/type I' duality and D0 brane quantum mechanics
16 pages, harvmac, no figures, v2: references added, typos and eq. (4.16) corrected, v3: typos fixed and one reference added, version to appear in JHEP
JHEP 9905:007,1999
10.1088/1126-6708/1999/05/007
PUPT-1841
hep-th
null
In this note a simple calculation of one loop threshold corrections for the SO(32) heterotic string is performed. In particular the compactification on T^2 with a Wilson line breaking the gauge group to SO(16) x SO(16) is considered. Using heterotic type I duality, these corrections can be related to quantities appearing in the quantum mechanics of type I' D0 particles.
[{'version': 'v1', 'created': 'Mon, 1 Mar 1999 21:17:45 GMT'} {'version': 'v2', 'created': 'Thu, 4 Mar 1999 22:58:34 GMT'} {'version': 'v3', 'created': 'Thu, 6 May 1999 14:53:20 GMT'}]
2010-11-19
[array(['Gutperle', 'Michael', ''], dtype=object)]
5,109
1303.1835
Simon Brain
Simon Brain
The Noncommutative Topology of Anti-Self-Dual Gauge Fields
25 pages, no figures; v2 typos corrected, refs updated
null
10.1016/j.geomphys.2013.03.019
null
math-ph hep-th math.MP math.QA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Through techniques afforded by $C^*$-algebras and Hilbert modules, we study the topology of spaces which parametrize families of instanton gauge fields on noncommutative Euclidean four-spheres $S^4_\sigma$. By deforming the ADHM construction of instantons on the classical sphere $S^4$, we obtain families of instantons on the quantum sphere which are naturally parametrized by noncommutative topological spaces. Using the internal gauge theory of $S^4_\sigma$ determined by the inner automorphisms of its function algebra, we find that one may always recover a classical parameter space by making a suitable choice of internal gauge.
[{'version': 'v1', 'created': 'Thu, 7 Mar 2013 21:45:06 GMT'} {'version': 'v2', 'created': 'Thu, 9 May 2013 16:55:53 GMT'}]
2013-05-10
[array(['Brain', 'Simon', ''], dtype=object)]
5,110
0905.0321
Yaron Bromberg
Ori Katz, Yaron Bromberg, Yaron Silberberg
Compressive ghost imaging
Comments are welcome
null
10.1063/1.3238296
null
quant-ph physics.optics
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We describe an advanced image reconstruction algorithm for pseudothermal ghost imaging, reducing the number of measurements required for image recovery by an order of magnitude. The algorithm is based on compressed sensing, a technique that enables the reconstruction of an N-pixel image from much less than N measurements. We demonstrate the algorithm using experimental data from a pseudothermal ghost-imaging setup. The algorithm can be applied to data taken from past pseudothermal ghost-imaging experiments, improving the reconstruction's quality.
[{'version': 'v1', 'created': 'Mon, 4 May 2009 18:44:21 GMT'} {'version': 'v2', 'created': 'Sun, 9 Aug 2009 23:01:05 GMT'}]
2015-05-13
[array(['Katz', 'Ori', ''], dtype=object) array(['Bromberg', 'Yaron', ''], dtype=object) array(['Silberberg', 'Yaron', ''], dtype=object)]
5,111
1512.01241
Nikhil Padmanabhan
Nikhil Padmanabhan, Martin White, Harrison H. Zhou, Ross O'Connell
Estimating sparse precision matrices
11 pages, 14 figures, submitted to MNRAS
null
10.1093/mnras/stw1042
null
astro-ph.IM astro-ph.CO stat.ME
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We apply a method recently introduced to the statistical literature to directly estimate the precision matrix from an ensemble of samples drawn from a corresponding Gaussian distribution. Motivated by the observation that cosmological precision matrices are often approximately sparse, the method allows one to exploit this sparsity of the precision matrix to more quickly converge to an asymptotic 1/sqrt(Nsim) rate while simultaneously providing an error model for all of the terms. Such an estimate can be used as the starting point for further regularization efforts which can improve upon the 1/sqrt(Nsim) limit above, and incorporating such additional steps is straightforward within this framework. We demonstrate the technique with toy models and with an example motivated by large-scale structure two-point analysis, showing significant improvements in the rate of convergence.For the large-scale structure example we find errors on the precision matrix which are factors of 5 smaller than for the sample precision matrix for thousands of simulations or, alternatively, convergence to the same error level with more than an order of magnitude fewer simulations.
[{'version': 'v1', 'created': 'Thu, 3 Dec 2015 21:00:14 GMT'}]
2016-05-25
[array(['Padmanabhan', 'Nikhil', ''], dtype=object) array(['White', 'Martin', ''], dtype=object) array(['Zhou', 'Harrison H.', ''], dtype=object) array(["O'Connell", 'Ross', ''], dtype=object)]
5,112
2206.00572
Wen-An Yong
Huang Qian, Chen Yihong, Yong Wen-An
Discrete-velocity-direction models of BGK-type with minimum entropy: I. Basic idea
22 pages, 9 figures
null
null
null
physics.comp-ph cs.NA math.NA
http://creativecommons.org/licenses/by/4.0/
In this series of works, we develop a discrete-velocity-direction model (DVDM) with collisions of BGK-type for simulating rarefied flows. Unlike the conventional kinetic models (both BGK and discrete-velocity models), the new model restricts the transport to finite fixed directions but leaves the transport speed to be a 1-D continuous variable. Analogous to the BGK equation, the discrete equilibriums of the model are determined by minimizing a discrete entropy. In this first paper, we introduce the DVDM and investigate its basic properties, including the existence of the discrete equilibriums and the $H$-theorem. We also show that the discrete equilibriums can be efficiently obtained by solving a convex optimization problem. The proposed model provides a new way in choosing discrete velocities for the computational practice of the conventional discrete-velocity methodology. It also facilitates a convenient multidimensional extension of the extended quadrature method of moments. We validate the model with numerical experiments for two benchmark problems at moderate computational costs.
[{'version': 'v1', 'created': 'Wed, 1 Jun 2022 15:33:22 GMT'}]
2022-06-02
[array(['Qian', 'Huang', ''], dtype=object) array(['Yihong', 'Chen', ''], dtype=object) array(['Wen-An', 'Yong', ''], dtype=object)]
5,113
1810.08536
Erdo\u{g}an \c{S}en Dr.
Erdo\u{g}an \c{S}en
Traces and inverse nodal problems for a class of Sturm-Liouville operators with retarded argument
presented partially at International Conference in Functional Analysis (Banach125). 13 pages
null
null
null
math.CA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this study, we investigate the traces and solutions of inverse nodal problems of discontinuous Sturm-Liouville operators with retarded argument and with a finite number of transmission conditions.
[{'version': 'v1', 'created': 'Sun, 14 Oct 2018 09:59:06 GMT'}]
2018-10-22
[array(['Şen', 'Erdoğan', ''], dtype=object)]
5,114
astro-ph/0111429
Dima Yakovlev
A.D. Kaminker, D.G. Yakovlev (Ioffe Institute, St.-Petersburg), O.Y. Gnedin (Space Telescope Science Institute, Baltimore)
Three Types of Cooling Superfluid Neutron Stars: Theory and Observations
12 pages, 10 figures, Astron. Astrophys., submitted
Astron. Astrophys. 383 (2002) 1076
10.1051/0004-6361:20011797
null
astro-ph
null
Cooling of neutron stars (NSs) with the cores composed of neutrons, protons, and electrons is simulated assuming $^1$S$_0$ pairing of neutrons in the NS crust, and also $^1$S$_0$ pairing of protons and weak $^3$P$_2$ pairing of neutrons in the NS core, and using realistic density profiles of the superfluid critical temperatures $T_{\rm c}(\rho)$. The theoretical cooling models of isolated middle-aged NSs can be divided into three main types. (I) {\it Low-mass}, {\it slowly cooling} NSs where the direct Urca process of neutrino emission is either forbidden or almost fully suppressed by the proton superfluidity. (II) {\it Medium-mass} NSs which show {\it moderate} cooling via the direct Urca process suppressed by the proton superfluidity. (III) {\it Massive} NSs which show {\it fast} cooling via the direct Urca process weakly suppressed by superfluidity. Confronting the theory with observations we treat RX J0822--43, PSR 1055--52 and RX J1856--3754 as slowly cooling NSs. To explain these sufficiently warm sources we need a density profile $T_{\rm c}(\rho)$ in the crust with a rather high and flat maximum and sharp wings. We treat 1E 1207--52, RX J0002+62, PSR 0656+14, Vela, and Geminga as moderately cooling NSs. We can determine their masses for a given model of proton superfluidity, $T_{\rm cp}(\rho)$, and the equation of state in the NS core. No rapidly cooling NS has been observed so far.
[{'version': 'v1', 'created': 'Wed, 21 Nov 2001 22:00:41 GMT'}]
2009-11-07
[array(['Kaminker', 'A. D.', '', 'Ioffe Institute, St.-Petersburg'], dtype=object) array(['Yakovlev', 'D. G.', '', 'Ioffe Institute, St.-Petersburg'], dtype=object) array(['Gnedin', 'O. Y.', '', 'Space Telescope Science Institute, Baltimore'], dtype=object)]
5,115
2102.10483
Subham Roy Mr.
Avijit Mukherjee, Subham B Roy
Birkhoffs Theorem and Lie Symmetry Analysis
null
null
null
null
gr-qc math-ph math.MP
http://creativecommons.org/licenses/by/4.0/
Three dimensional space is said to be spherically symmetric if it admits SO(3) as the group of isometries. Under this symmetry condition, the Einsteins Field equations for vacuum, yields the Schwarzschild Metric as the unique solution, which essentially is the statement of the well known Birkhoffs Theorem. Geometrically speaking this theorem claims that the pseudo-Riemanian space-times provide more isometries than expected from the original metric holonomy/ansatz. In this paper we use the method of Lie Symmetry Analysis to analyze the Einsteins Vacuum Field Equations so as to obtain the Symmetry Generators of the corresponding Differential Equation. Additionally, applying the Noether Point Symmetry method we have obtained the conserved quantities corresponding to the generators of the Schwarzschild Lagrangian and paving way to reformulate the Birkhoffs Theorem from a different approach.
[{'version': 'v1', 'created': 'Sun, 21 Feb 2021 00:47:22 GMT'}]
2021-02-23
[array(['Mukherjee', 'Avijit', ''], dtype=object) array(['Roy', 'Subham B', ''], dtype=object)]
5,116
2010.13249
Benjamin Przybocki
Xiaoyu He, Yuzu Ido, and Benjamin Przybocki
Hat Guessing on Books and Windmills
null
null
null
null
math.CO
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The hat-guessing number is a graph invariant defined by Butler, Hajiaghayi, Kleinberg, and Leighton. We determine the hat-guessing number exactly for book graphs with sufficiently many pages, improving previously known lower bounds of He and Li and exactly matching an upper bound of Gadouleau. We prove that the hat-guessing number of $K_{3,3}$ is $3$, making this the first complete bipartite graph $K_{n,n}$ for which the hat-guessing number is known to be smaller than the upper bound of $n+1$ of Gadouleau and Georgiou. Finally, we determine the hat-guessing number of windmill graphs for most choices of parameters.
[{'version': 'v1', 'created': 'Sun, 25 Oct 2020 23:24:08 GMT'}]
2020-10-27
[array(['He', 'Xiaoyu', ''], dtype=object) array(['Ido', 'Yuzu', ''], dtype=object) array(['Przybocki', 'Benjamin', ''], dtype=object)]
5,117
1903.10626
Milena \v{C}uki\'c Dr
Milena Cukic
The role of physiological complexity changes in resting-state EEG in clinical effectiveness of rTMS and tDCS in treatments of resistant depression
26 pages, 7 figures
Frontiers in Psychology, section Neuropsychology,Volume 10, Article 2923. 10 December 2019
10.3389/fpsyg.2019.02923
null
q-bio.NC
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The present literature about possible mechanisms behind the effectivity of noninvasive electromagnetic stimulation in major depressive disorder (MDD) is not very rich. Despite extensive research in applications for clinical practice, the exact effects are yet not clear. We are comparing our previous results about the complexity changes induced by repetitive Transcranial Magnetic Stimulation (rTMS), and transcranial direct current stimulation (tDCS) which are known to modulate neural dynamics. Also, we are reviewing different biomarkers of complexity changes connected to depression, and how they change with the stimulation. TDCS is low-intensity TES, known to have polarity specific effects (neuromodulatory effects), and rTMS is inducing an electric field in the tissue circumstantially via Faraday's law. Both nonlinear modalities of electromagnetic stimulation may affect the levels of physiological complexity in the brain. We also compare the changes of complexity in electroencephalogram (EEG) and electrocardiogram (ECG), as potential future predictors of therapy outcome.
[{'version': 'v1', 'created': 'Mon, 25 Mar 2019 23:06:22 GMT'}]
2019-12-19
[array(['Cukic', 'Milena', ''], dtype=object)]
5,118
1705.08993
Xian Wu
X. Wu, J. L. Long, H. S. Ku, R. E. Lake, M. Bal and D. P. Pappas
Overlap junctions for high coherence superconducting qubits
4 pages, 3 figures
null
10.1063/1.4993937
null
cond-mat.supr-con quant-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Fabrication of sub-micron Josephson junctions is demonstrated using standard processing techniques for high-coherence, superconducting qubits. These junctions are made in two separate lithography steps with normal-angle evaporation. Most significantly, this work demonstrates that it is possible to achieve high coherence with junctions formed on aluminum surfaces cleaned in situ with Ar milling before the junction oxidation. This method eliminates the angle-dependent shadow masks typically used for small junctions. Therefore, this is conducive to the implementation of typical methods for improving margins and yield using conventional CMOS processing. The current method uses electron-beam lithography and an additive process to define the top and bottom electrodes. Extension of this work to optical lithography and subtractive processes is discussed.
[{'version': 'v1', 'created': 'Wed, 24 May 2017 22:56:28 GMT'}]
2017-08-02
[array(['Wu', 'X.', ''], dtype=object) array(['Long', 'J. L.', ''], dtype=object) array(['Ku', 'H. S.', ''], dtype=object) array(['Lake', 'R. E.', ''], dtype=object) array(['Bal', 'M.', ''], dtype=object) array(['Pappas', 'D. P.', ''], dtype=object)]
5,119
0904.2169
Peter Athron
P. Athron (1), S. F. King (2), D. J. Miller (3), S. Moretti (2 and 4) and R. Nevzorov (3) ((1) TU Dresden, (2) University of Southampton, (3) University of Glasgow, (4) Universita' degli Studi di Torino)
The Constrained Exceptional Supersymmetric Standard Model
Version accepted for publication in Phys. Rev. D
Phys.Rev.D80:035009,2009
10.1103/PhysRevD.80.035009
DFTT 38/2009
hep-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We propose and study a constrained version of the Exceptional Supersymmetric Standard Model (E6SSM), which we call the cE6SSM, based on a universal high energy scalar mass m_0, trilinear scalar coupling A_0 and gaugino mass M_{1/2}. We derive the Renormalisation Group (RG) Equations for the cE6SSM, including the extra U(1)_{N} gauge factor and the low energy matter content involving three 27 representations of E6. We perform a numerical RG analysis for the cE6SSM, imposing the usual low energy experimental constraints and successful Electro-Weak Symmetry Breaking (EWSB). Our analysis reveals that the sparticle spectrum of the cE6SSM involves a light gluino, two light neutralinos and a light chargino. Furthermore, although the squarks, sleptons and Z' boson are typically heavy, the exotic quarks and squarks can also be relatively light. We finally specify a set of benchmark points which correspond to particle spectra, production modes and decay patterns peculiar to the cE6SSM, altogether leading to spectacular new physics signals at the Large Hadron Collider (LHC).
[{'version': 'v1', 'created': 'Tue, 14 Apr 2009 18:22:20 GMT'} {'version': 'v2', 'created': 'Tue, 21 Apr 2009 09:29:56 GMT'} {'version': 'v3', 'created': 'Tue, 28 Jul 2009 10:10:47 GMT'}]
2009-12-10
[array(['Athron', 'P.', '', '2 and 4'], dtype=object) array(['King', 'S. F.', '', '2 and 4'], dtype=object) array(['Miller', 'D. J.', '', '2 and 4'], dtype=object) array(['Moretti', 'S.', '', '2 and 4'], dtype=object) array(['Nevzorov', 'R.', ''], dtype=object)]
5,120
2201.04559
Galina Georgieva
Galina Georgieva, Christian Mai, Pascal M. Seiler, Anna Peczek and Lars Zimmermann
Dual-polarization multiplexing amorphous Si:H grating couplers for silicon photonic transmitters in the photonic BiCMOS backend of line
This is an accepted version of a peer-reviewed manuscript, considered for publication by the Springer's journal Frontiers of Optoelectronics
null
10.1007/s12200-022-00005-8
null
physics.app-ph physics.optics
http://creativecommons.org/licenses/by/4.0/
We report on polarization combining 2D grating couplers (2D GCs) on amorphous Si:H, fabricated in the backend of line of a photonic BiCMOS platform. The 2D GCs can be used as an interface of a hybrid silicon photonic coherent transmitter, which can be implemented on bulk Si wafers. The fabricated 2D GCs operate in the telecom C-band and show an experimental coupling efficiency of -5 dB with a wafer variation of +/-1.2 dB. Possibilities for efficiency enhancement and improved performance stability in future design generations are outlined and extension towards O-band devices is investigated as well.
[{'version': 'v1', 'created': 'Tue, 11 Jan 2022 12:50:00 GMT'}]
2022-05-11
[array(['Georgieva', 'Galina', ''], dtype=object) array(['Mai', 'Christian', ''], dtype=object) array(['Seiler', 'Pascal M.', ''], dtype=object) array(['Peczek', 'Anna', ''], dtype=object) array(['Zimmermann', 'Lars', ''], dtype=object)]
5,121
0712.1049
Azar Mustafayev
Alexander Belyaev (1), Shahida Dar (2), Ilia Gogoladze (2), Azar Mustafayev (3), Qaisar Shafi (2) ((1) Southampton U., (2) Bartol Research Inst. and Delaware U., (3) Kansas U.)
Interplay of Higgs and Sparticle Masses in the CMSSM with updated SUSY constraints
26 pages, 14 figures; reference and comments added, mistake in fig.14 corrected
null
null
BA-07-029
hep-ph
null
We estimate the bounds on Higgs and sparticle masses and discuss their correlations in the constrained minimal supersymmetric standard model (CMSSM). In our analysis we have applied the present constraints from collider and low energy experiments, as well as the experimental bound on cold dark matter from WMAP. For a given lightest Higgs boson mass, which is expected to be measured with good precision at the LHC, we find important correlations between the Higgs and sparticle masses which allows one to delineate the MSSM model parameters and particle spectra. We have also demonstrated an important complementarity between the LHC and direct dark matter detection experiments emphasizing that by including the experimental input both from collider physics and from dark matter detection experiments, one would significantly improve the measurement of the SUSY spectrum and the underlying parameter space.
[{'version': 'v1', 'created': 'Thu, 6 Dec 2007 21:12:42 GMT'} {'version': 'v2', 'created': 'Fri, 4 Jan 2008 20:26:33 GMT'}]
2011-11-10
[array(['Belyaev', 'Alexander', ''], dtype=object) array(['Dar', 'Shahida', ''], dtype=object) array(['Gogoladze', 'Ilia', ''], dtype=object) array(['Mustafayev', 'Azar', ''], dtype=object) array(['Shafi', 'Qaisar', ''], dtype=object)]
5,122
1712.00784
Xi-Long Fan
Xi-Long Fan and Yan-Bei Chen
Stochastic gravitational-wave background from spin loss of black holes
null
Phys. Rev. D 98, 044020 (2018)
10.1103/PhysRevD.98.044020
LIGO-P1700409-v3
gr-qc astro-ph.HE
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Although spinning black holes are shown to be stable in vacuum in general relativity, there exists exotic mechanisms that can convert the spin energy of black holes into gravitational waves. Such waves may be very weak in amplitude, since the spin-down could take a long time, and a direct search may not be feasible. We propose to search for the stochastic background associated with the spin-down, and we relate the level of this background to the formation rate of spinning black holes from the merger of binary black holes, as well as the energy spectrum of waves emitted by the spin-down process. We argue that current LIGO-Virgo observations are not inconsistent with the existence of a spin-down process, as long as it is slow enough. On the other hand, the background may still exist as long as a moderate fraction of spin energy is emitted within Hubble time. This stochastic background could be one interesting target of next generation GW detector network, such as LIGO Voyager, and could be extracted from total stochastic background.
[{'version': 'v1', 'created': 'Sun, 3 Dec 2017 16:03:23 GMT'} {'version': 'v2', 'created': 'Tue, 5 Dec 2017 05:47:48 GMT'} {'version': 'v3', 'created': 'Tue, 14 Aug 2018 14:32:57 GMT'}]
2018-08-22
[array(['Fan', 'Xi-Long', ''], dtype=object) array(['Chen', 'Yan-Bei', ''], dtype=object)]
5,123
math/0203201
A. M. Gavrilik
A.M. Gavrilik and A.U. Klimyk (BITP, Kiev)
q-Deformed Orthogonal and Pseudo-Orthogonal Algebras and Their Representations
Latex, 5 pages; an old paper (1991) posted for archival purposes
Lett.Math.Phys. 21 (1991) 215-220
10.1007/BF00420371
null
math.QA gr-qc hep-th math-ph math.MP math.RT
null
Deformed orthogonal and pseudo-orthogonal Lie algebras are constructed which differ from deformations of Lie algebras in terms of Cartan subalgebra and root vectors and which make it possible to construct representations by operators acting according to Gel'fand--Tsetlin-type formulas. Unitary representations of the q-deformed algebras U_q(so_{n,1}) are found.
[{'version': 'v1', 'created': 'Tue, 19 Mar 2002 20:23:16 GMT'}]
2015-06-26
[array(['Gavrilik', 'A. M.', '', 'BITP, Kiev'], dtype=object) array(['Klimyk', 'A. U.', '', 'BITP, Kiev'], dtype=object)]
5,124
1907.03033
Shusaku Imajo
Shusaku Imajo, Yoshimitsu Kohama, Atsushi Miyake, Chao Dong, Masashi Tokunaga, Jacques Flouquet, Koichi Kindo, and Dai Aoki
Thermodynamic Investigation of Metamagnetism in Pulsed High Magnetic Fields on Heavy Fermion Superconductor UTe$_2$
6 pages, 6 figures, accepted for publication in JPSJ
J. Phys. Soc. Jpn. 88 (2019) 083705
10.7566/JPSJ.88.083705
null
cond-mat.str-el cond-mat.supr-con
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We investigated the thermodynamic property of the heavy fermion superconductor UTe$_2$ in pulsed high magnetic fields. The superconducting transition in zero field was observed at $T_{\rm c}$=1.65 K as a sharp heat capacity jump. Magnetocaloric effect measurements in pulsed-magnetic fields obviously detected a thermodynamic anomaly accompanied by a first-order metamagnetic transition at $\mu$$_{0}$$H_{\rm m}$=36.0 T when the fields are applied nearly along the hard-magnetization $b$-axis. From the results of heat capacity measurements in magnetic fields, we found a drastic diverging electronic heat capacity coefficient of the normal state $\gamma$$_{\rm N}$ with approaching $H_{\rm m}$. Comparing with the previous works via the magnetic Clausius-Clapeyron relation, we unveil the thermodynamic details of the metamagnetic transition. The enhancement of the effective mass observed as the development of $\gamma_{\rm N}$ indicates that quantum fluctuation strongly evolves around $H_{\rm m}$; it assists the superconductivity emerging even in extremely high fields.
[{'version': 'v1', 'created': 'Fri, 5 Jul 2019 22:13:19 GMT'}]
2019-07-23
[array(['Imajo', 'Shusaku', ''], dtype=object) array(['Kohama', 'Yoshimitsu', ''], dtype=object) array(['Miyake', 'Atsushi', ''], dtype=object) array(['Dong', 'Chao', ''], dtype=object) array(['Tokunaga', 'Masashi', ''], dtype=object) array(['Flouquet', 'Jacques', ''], dtype=object) array(['Kindo', 'Koichi', ''], dtype=object) array(['Aoki', 'Dai', ''], dtype=object)]
5,125
1907.00519
Sanjay Kumar
Sanjay Kumar and Nirmal Tiwari
Transformed Naive Ratio and Product Based Estimators for Estimating Population Mode in Simple Random Sampling
25 pages, 11 figures
null
null
null
stat.ME
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper, we propose a transformed na\"ive ratio and product based estimators using the characterizing scalar in presence of auxiliary information of the study variable for estimating the population mode following simple random sampling without replacement. The bias, mean square errors, relative efficiency, ratios of the exact values of mean square errors to the simulated mean square errors and confidence interval are studied for the performance of the proposed transformed na\"ive ratio type estimator with the certain natural population as well as artificially generated data sets. We have shown that proposed transformed na\"ive ratio based estimator is more efficient than the na\"ive estimator and na\"ive ratio estimator of the population mode.
[{'version': 'v1', 'created': 'Mon, 1 Jul 2019 02:56:18 GMT'}]
2019-07-02
[array(['Kumar', 'Sanjay', ''], dtype=object) array(['Tiwari', 'Nirmal', ''], dtype=object)]
5,126
2011.02702
Dong Zhang
Yingda Chen, Dong Zhang and Kai Chang
Exciton vortices in two-dimensional hybrid perovskite monolayers
null
null
10.1088/0256-307X/37/11/117102
null
cond-mat.mes-hall
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We study theoretically the exciton Bose-Einstein condensation and exciton vortices in a two-dimensional (2D) perovskite (PEA)2PbI4 monolayer. Combining the first-principles calculations and the Keldysh model, the exciton binding energy of (PEA)2PbI4 in a monolayer can approach hundreds meV, which make it possible to observe the excitonic effect at room temperature. Due to the large exciton binding energy, and hence the high density of excitons, we find that the critical temperature of the exciton condensation could approach the liquid nitrogen regime. In presence of perpendicular electric fields, the dipole-dipole interaction between excitons is found to drive the condensed excitons into patterned vortices, as the evolution time of vortex patterns is comparable to the exciton lifetime.
[{'version': 'v1', 'created': 'Thu, 5 Nov 2020 08:49:31 GMT'}]
2020-11-06
[array(['Chen', 'Yingda', ''], dtype=object) array(['Zhang', 'Dong', ''], dtype=object) array(['Chang', 'Kai', ''], dtype=object)]
5,127
2007.06213
Amnon Aharony
K. Sarkar, A. Aharony, O. Entin-Wohlman, M. Jonson, and R. I. Shekhter
Effects of magnetic fields on the Datta-Das spin field-effect transistor
Published version, new title
Phys. Rev. B 102, 115436 (2020)
10.1103/PhysRevB.102.115436
null
cond-mat.mes-hall
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
A Datta-Das spin field-effect transistor is built of a heterostructure with a Rashba spin-orbit interaction (SOI) at the interface (or quantum well) separating two possibly magnetized reservoirs. The particle and spin currents between the two reservoirs are driven by chemical potentials that are (possibly) different for each spin direction. These currents are also tuned by varying the strength of the SOI, which changes the amount of the rotation of the spins of electrons crossing the heterostructure. Here we investigate the dependence of these currents on additional Zeeman fields on the heterostructure and on variations of the reservoir magnetizations. In contrast to the particle current, the spin currents are not necessarily conserved; an additional spin polarization is injected into the reservoirs. If a reservoir has a finite (equilibrium) magnetization, then we surprisingly find that the spin current into that reservoir can only have spins which are parallel to the reservoir magnetization, independent of all the other fields. This spin current can be enhanced by increasing the magnetization of the other reservoir, and can also be tuned by the SOI and the various magnetic fields. When only one reservoir is magnetized then the spin current into the other reservoir has arbitrary tunable size and direction. In particular, this spin current changes as the magnetization of the other reservoir is rotated. The optimal conditions for accumulating spin polarization on an unpolarized reservoir are to either apply a Zeeman field in addition to the SOI, or to polarize the other reservoir.
[{'version': 'v1', 'created': 'Mon, 13 Jul 2020 07:13:57 GMT'} {'version': 'v2', 'created': 'Wed, 30 Sep 2020 09:12:49 GMT'}]
2020-10-01
[array(['Sarkar', 'K.', ''], dtype=object) array(['Aharony', 'A.', ''], dtype=object) array(['Entin-Wohlman', 'O.', ''], dtype=object) array(['Jonson', 'M.', ''], dtype=object) array(['Shekhter', 'R. I.', ''], dtype=object)]
5,128
1510.02829
Susan Tolman
Susan Tolman
Non-Hamiltonian actions with isolated fixed points
null
null
null
null
math.DG math.DS
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We construct a non-Hamiltonian symplectic circle action on a closed, connected, six-dimensional symplectic manifold with exactly 32 fixed points.
[{'version': 'v1', 'created': 'Fri, 9 Oct 2015 21:37:46 GMT'}]
2015-10-13
[array(['Tolman', 'Susan', ''], dtype=object)]
5,129
astro-ph/0607469
Carlo Burigana Dr.
Carlo Burigana, Laura La Porta, Wolfgang Reich, Patricia Reich, Joaquin Gonzalez-Nuevo, Marcella Massardi, Gianfranco De Zotti
Polarized synchrotron emission
Comments: 14 pages, 7 figures, 2 tables. In proc. of CMB and Physics of the Early Universe, 20-22 April 2006, Ischia, Italy. Invited Talk. PoS, in press
null
null
null
astro-ph
null
Galactic synchrotron emission represents the most relevant foreground contamination in cosmic microwave background (CMB) anisotropy observations at angular scales $\theta \gsim 1^\circ$ and frequencies $\nu \lsim 70$ GHz. The accurate understanding of its polarization properties is crucial to extract the cosmological information contained in the CMB polarization anisotropy. Radio surveys at $\nu \sim 1$ GHz offer the unique opportunity to study Galactic synchrotron emission where it represents the dominant component, possibly except for regions close to the Galactic plane where free-free emission is also important. We review the observational status of Galactic radio surveys at scales $\theta \gsim 0.5^\circ$. Leiden surveys, thanks to their frequency coverage from 0.408 GHz to 1.411 GHz, still remain of fundamental importance for the comprehension of depolarization phenomena. Recent surveys at 1.42 GHz (in both total intensity and polarization) with a better sensitivity and sky sampling now cover both celestial hemispheres and allow to accurately map the correlation properties of the diffuse synchrotron emission. We present an analysis of these surveys in terms of angular power spectrum. A comparison of a simple frequency extrapolation of these results with the recent WMAP results shows that we are close to map the bulk of the diffuse synchrotron polarization fluctuations and to understand the corresponding implications for CMB experiments.
[{'version': 'v1', 'created': 'Thu, 20 Jul 2006 09:07:41 GMT'}]
2007-05-23
[array(['Burigana', 'Carlo', ''], dtype=object) array(['La Porta', 'Laura', ''], dtype=object) array(['Reich', 'Wolfgang', ''], dtype=object) array(['Reich', 'Patricia', ''], dtype=object) array(['Gonzalez-Nuevo', 'Joaquin', ''], dtype=object) array(['Massardi', 'Marcella', ''], dtype=object) array(['De Zotti', 'Gianfranco', ''], dtype=object)]
5,130
2005.10405
Xiaodong Wang
Fushing Hsieh and Xiaodong Wang
From learning gait signatures of many individuals to reconstructing gait dynamics of one single individual
null
null
null
null
eess.SP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Based on the same databases, we computationally address two seemingly highly related, in fact drastically distinct, questions via computational data-driven algorithms: 1) how to precisely achieve the big task of differentiating gait signatures of many individuals? 2) how to reconstruct an individual's complex gait dynamics in full? Our brains can "effortlessly" resolve the first question, but will definitely fail in the second one. Since many fine temporal scale gait patterns surely escape our eyes. Based on accelerometers' 3D gait time series databases, we link the answers toward both questions via multiscale structural dependency within gait dynamics of our musculoskeletal system. Two types of dependency manifestations are explored. We first develop simple algorithmic computing called Principle System-State Analysis (PSSA) for the coarse dependency in implicit forms. PSSA is shown to be able to efficiently classifying among many subjects. We then develop a multiscale Local-1st-Global-2nd (L1G2) Coding Algorithm and a landmark computing algorithm. With both algorithms, we can precisely dissect rhythmic gait cycles, and then decompose each cycle into a series of cyclic gait phases. With proper color-coding and stacking, we reconstruct and represent an individual's gait dynamics via a 3D cylinder to collectively reveal universal deterministic and stochastic structural patterns on centisecond (10 milliseconds) scale across all rhythmic cycles. This 3D cylinder can serve as "passtensor" for authentication purposes related to clinical diagnoses and cybersecurity.
[{'version': 'v1', 'created': 'Thu, 21 May 2020 00:50:56 GMT'}]
2020-05-22
[array(['Hsieh', 'Fushing', ''], dtype=object) array(['Wang', 'Xiaodong', ''], dtype=object)]
5,131
math/0603424
Arthemy Kiselev
Arthemy V. Kiselev
Minimal surfaces associated with nonpolynomial contact symmetry flows
13 pages, 8 figures
Fundam. Prikl. Matem. 12 (2006) n.7 `Hamiltonian & Lagrangian systems and Lie algebras,' 93-100.
null
ISPUmath-3/2006
math.DG math.AP
null
Two infinite sequences of minimal surfaces in space are constructed using symmetry analysis. In particular, explicit formulas are obtained for the self-intersecting minimal surface that fills the trefoil knot.
[{'version': 'v1', 'created': 'Fri, 17 Mar 2006 11:45:31 GMT'} {'version': 'v2', 'created': 'Thu, 6 Apr 2006 08:03:04 GMT'} {'version': 'v3', 'created': 'Sat, 8 Jul 2006 14:11:59 GMT'}]
2007-10-06
[array(['Kiselev', 'Arthemy V.', ''], dtype=object)]
5,132
2001.04297
John Just
John Just
Granular Learning with Deep Generative Models using Highly Contaminated Data
null
null
null
null
cs.LG stat.ML
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
An approach to utilize recent advances in deep generative models for anomaly detection in a granular (continuous) sense on a real-world image dataset with quality issues is detailed using recent normalizing flow models, with implications in many other applications/domains/data types. The approach is completely unsupervised (no annotations available) but qualitatively shown to provide accurate semantic labeling for images via heatmaps of the scaled log-likelihood overlaid on the images. When sorted based on the median values per image, clear trends in quality are observed. Furthermore, downstream classification is shown to be possible and effective via a weakly supervised approach using the log-likelihood output from a normalizing flow model as a training signal for a feature-extracting convolutional neural network. The pre-linear dense layer outputs on the CNN are shown to disentangle high level representations and efficiently cluster various quality issues. Thus, an entirely non-annotated (fully unsupervised) approach is shown possible for accurate estimation and classification of quality issues..
[{'version': 'v1', 'created': 'Mon, 6 Jan 2020 23:22:17 GMT'}]
2020-01-14
[array(['Just', 'John', ''], dtype=object)]
5,133
1308.3321
Rose Lerner
Kari Enqvist, Rose N. Lerner and Stanislav Rusak
Reheating dynamics affects non-perturbative decay of spectator fields
29 pages; 6 figures; matches published version
JCAP11(2013)034
10.1088/1475-7516/2013/11/034
HIP-2013-11/TH
astro-ph.CO hep-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The behaviour of oscillating scalar spectator fields after inflation depends on the thermal background produced by inflaton decay. Resonant decay of the spectator is often blocked by large induced thermal masses. We account for the finite decay width of the inflaton and the protracted build-up of the thermal bath to determine the early evolution of a homogeneous spectator field, \sigma, coupled to the Higgs Boson, \Phi, through the term g^2 \sigma^2 \Phi^2, the only renormalisable coupling of a new scalar to the Standard Model. We find that for very large higgs-spectator coupling g > 10^{-3}, the resonance is not always blocked as was previously suggested. As a consequence, the oscillating spectator can decay quickly. For other parameter values, we find that although qualitative features of the thermal blocking still hold, the dynamics are altered compared to the instant decay case. These findings are important for curvaton models, where the oscillating field must be relatively long lived in order to produce the curvature perturbation. They are also relevant for other spectator fields, which must decay sufficiently early to avoid spoiling the predictions of baryogenesis and nucleosynthesis.
[{'version': 'v1', 'created': 'Thu, 15 Aug 2013 07:01:49 GMT'} {'version': 'v2', 'created': 'Wed, 13 Nov 2013 16:12:03 GMT'}]
2013-11-14
[array(['Enqvist', 'Kari', ''], dtype=object) array(['Lerner', 'Rose N.', ''], dtype=object) array(['Rusak', 'Stanislav', ''], dtype=object)]
5,134
0911.3326
Jean Colombani
Jean Colombani (LPMCN), Jacques Bert (LPMCN)
Toward a complete description of nucleation and growth in liquid-liquid phase separation
null
Journal of Non-Equilibrium Thermodynamics 29 (2004) 389-395
10.1515/JNETDY.2004.063
null
cond-mat.stat-mech
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The phase separation mechanism of a binary liquid mixture off-critically quenched in its miscibility gap is nucleation and growth, its homogeneous phase reaching a metastable equilibrium state. The successive stages of growth of the nucleated droplets are a diffusion-driven free growth, an intermediate regime and a coarsening by reduction of interface (Ostwald ripening or Brownian collisions induced coalescence). We have made light attenuation experiments to investigate the sedimentation in such systems. These results have given us access experimentally to two values predicted theoretically: the growth exponent of the intermediate regime and the crossover time between this regime and interface-reduction coarsening. These data, added to the literature results, have permitted to get a quite complete view of the growth scenario in very off-critical phase-separating liquids.
[{'version': 'v1', 'created': 'Tue, 17 Nov 2009 15:19:58 GMT'}]
2009-11-18
[array(['Colombani', 'Jean', '', 'LPMCN'], dtype=object) array(['Bert', 'Jacques', '', 'LPMCN'], dtype=object)]
5,135
2108.09603
Taimur Hassan
Taimur Hassan and Samet Akcay and Mohammed Bennamoun and Salman Khan and Naoufel Werghi
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition
Accepted in Neural Computing and Applications. Source code is available at https://github.com/taimurhassan/tensorpooling
null
null
null
cs.CV
http://creativecommons.org/licenses/by/4.0/
Automated systems designed for screening contraband items from the X-ray imagery are still facing difficulties with high clutter, concealment, and extreme occlusion. In this paper, we addressed this challenge using a novel multi-scale contour instance segmentation framework that effectively identifies the cluttered contraband data within the baggage X-ray scans. Unlike standard models that employ region-based or keypoint-based techniques to generate multiple boxes around objects, we propose to derive proposals according to the hierarchy of the regions defined by the contours. The proposed framework is rigorously validated on three public datasets, dubbed GDXray, SIXray, and OPIXray, where it outperforms the state-of-the-art methods by achieving the mean average precision score of 0.9779, 0.9614, and 0.8396, respectively. Furthermore, to the best of our knowledge, this is the first contour instance segmentation framework that leverages multi-scale information to recognize cluttered and concealed contraband data from the colored and grayscale security X-ray imagery.
[{'version': 'v1', 'created': 'Sun, 22 Aug 2021 00:04:58 GMT'} {'version': 'v2', 'created': 'Tue, 21 Sep 2021 07:10:43 GMT'}]
2021-09-22
[array(['Hassan', 'Taimur', ''], dtype=object) array(['Akcay', 'Samet', ''], dtype=object) array(['Bennamoun', 'Mohammed', ''], dtype=object) array(['Khan', 'Salman', ''], dtype=object) array(['Werghi', 'Naoufel', ''], dtype=object)]
5,136
1912.12495
Sujan Sengupta
Sujan Sengupta, Aritra Chakrabarty and Giovanna Tinetti
Optical Transmission Spectra of Hot-Jupiters: Effects of Scattering
20 pages (AASTEX6.2) including 14 eps colour figures. Accepted for publication in The Astrophysical Journal
null
10.3847/1538-4357/ab6592
null
astro-ph.EP astro-ph.SR
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We present new grids of transmission spectra for hot-Jupiters by solving the multiple scattering radiative transfer equations with non-zero scattering albedo instead of using the Beer-Bouguer-Lambert law for the change in the transmitted stellar intensity. The diffused reflection and transmission due to scattering increases the transmitted stellar flux resulting into a decrease in the transmission depth. Thus we demonstrate that scattering plays a double role in determining the optical transmission spectra -- increasing the total optical depth of the medium and adding the diffused radiation due to scattering to the transmitted stellar radiation. The resulting effects yield into an increase in the transmitted flux and hence reduction in the transmission depth. For a cloudless planetary atmosphere, Rayleigh scattering albedo alters the transmission depth up to about 0.6 micron but the change in the transmission depth due to forward scattering by cloud or haze is significant throughout the optical and near-infrared regions. However, at wavelength longer than about 1.2 $\mu$m, the scattering albedo becomes negligible and hence the transmission spectra match with that calculated without solving the radiative transfer equations. We compare our model spectra with existing theoretical models and find significant difference at wavelength shorter than one micron. We also compare our models with observational data for a few hot-Jupiters which may help constructing better retrieval models in future.
[{'version': 'v1', 'created': 'Sat, 28 Dec 2019 18:08:13 GMT'}]
2020-02-12
[array(['Sengupta', 'Sujan', ''], dtype=object) array(['Chakrabarty', 'Aritra', ''], dtype=object) array(['Tinetti', 'Giovanna', ''], dtype=object)]
5,137
1406.5430
Harry Zheng
Jingtang Ma, Dongya Deng, Harry Zheng
A robust algorithm and convergence analysis for static replications of nonlinear payoffs
15 pages
null
null
null
q-fin.CP q-fin.PR
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper we propose a new robust algorithm to find the optimal static replicating portfolios for general nonlinear payoff functions and give the estimate of the rate of convergence that is absent in the literature. We choose the static replication by minimizing the error bound between the nonlinear payoff function and the linear spline approximation and derive the equidistribution equation for selecting the optimal strike prices. The numerical tests for variance swaps and swaptions and also for the static quadratic replication and the model with counterparty risk show that the proposed algorithm is simple, fast and accurate. The paper has generalized and improved the results of the static replication and approximation in the literature.
[{'version': 'v1', 'created': 'Fri, 20 Jun 2014 15:33:19 GMT'}]
2014-06-23
[array(['Ma', 'Jingtang', ''], dtype=object) array(['Deng', 'Dongya', ''], dtype=object) array(['Zheng', 'Harry', ''], dtype=object)]
5,138
1612.06967
Ximing Xu
Ximing Xu, Nancy Reid and Libai Xu
Note on information bias and efficiency of composite likelihood
null
null
null
null
math.ST stat.TH
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Does the asymptotic variance of the maximum composite likelihood estimator of a parameter of interest always decrease when the nuisance parameters are known? Will a composite likelihood necessarily become more efficient by incorporating addi- tional independent component likelihoods, or by using component likelihoods with higher dimension? In this note we show through illustrative examples that the an- swer to both questions is no, and indeed the opposite direction might be observed. The role of information bias is highlighted to understand the occurrence of these paradoxical phenomenon.
[{'version': 'v1', 'created': 'Wed, 21 Dec 2016 04:16:28 GMT'}]
2016-12-22
[array(['Xu', 'Ximing', ''], dtype=object) array(['Reid', 'Nancy', ''], dtype=object) array(['Xu', 'Libai', ''], dtype=object)]
5,139
2306.11152
Xiaohao Cai
Jiahui Liu, Keqiang Fan, Xiaohao Cai and Mahesan Niranjan
Few-shot Learning for Inference in Medical Imaging with Subspace Feature Representations
null
null
null
null
math.NA cs.NA
http://creativecommons.org/licenses/by/4.0/
Unlike the field of visual scene recognition where tremendous advances have taken place due to the availability of very large datasets to train deep neural networks, inference from medical images is often hampered by the fact that only small amounts of data may be available. When working with very small dataset problems, of the order of a few hundred items of data, the power of deep learning may still be exploited by using a model pre-trained on natural images as a feature extractor and carrying out classic pattern recognition techniques in this feature space, the so-called few-shot learning problem. In regimes where the dimension of this feature space is comparable to or even larger than the number of items of data, dimensionality reduction is a necessity and is often achieved by principal component analysis, i.e., singular value decomposition (SVD). In this paper, noting the inappropriateness of using SVD for this setting, we usher in and explore two alternatives based on discriminant analysis and non-negative matrix factorization (NMF). Using 14 different datasets spanning $11$ distinct disease types, we demonstrate that discriminant subspaces at low dimensions achieve significant improvements over SVD-based subspaces and the original feature space. We also show that NMF at modest dimensions is a competitive alternative to SVD in this setting.
[{'version': 'v1', 'created': 'Mon, 19 Jun 2023 20:18:16 GMT'}]
2023-06-21
[array(['Liu', 'Jiahui', ''], dtype=object) array(['Fan', 'Keqiang', ''], dtype=object) array(['Cai', 'Xiaohao', ''], dtype=object) array(['Niranjan', 'Mahesan', ''], dtype=object)]
5,140
0908.3594
Vadim Ohanyan
Stefano Bellucci and Vadim Ohanyan
Lattice distortions in a sawtooth chain with Heisenberg and Ising bonds
16 pages, 12 figures
Eur.Phys.J.B 75, 531 (2010)
10.1140/epjb/e2010-00146-x
null
cond-mat.stat-mech cond-mat.str-el
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
An exactly solvable model of the sawtooth chain with Ising and Heisenberg bonds and with coupling to lattice distortion for Heisenberg bonds is considered in the magnetic field. Using the direct transfer-matrix formalism an exact description of the thermodynamic functions is obtained. The ground state phase diagrams for all regions of parameters values containing phases corresponding to the magnetization plateaus at $M=0,1/4$ and 1/2 have been obtained. Exact formulas for bond distortions for various ground states are presented. A novel mechanism of magnetization plateau stabilization corresponding to $M=1/4$ state is reported.
[{'version': 'v1', 'created': 'Tue, 25 Aug 2009 11:31:17 GMT'} {'version': 'v2', 'created': 'Thu, 17 Sep 2009 12:04:30 GMT'} {'version': 'v3', 'created': 'Sat, 19 Sep 2009 11:13:03 GMT'} {'version': 'v4', 'created': 'Mon, 22 Mar 2010 15:20:58 GMT'}]
2010-07-01
[array(['Bellucci', 'Stefano', ''], dtype=object) array(['Ohanyan', 'Vadim', ''], dtype=object)]
5,141
1511.03518
Ya-Hui An
Ya-Hui An, Qiang Dong, Chong-Jing Sun, Da-Cheng Nie and Yan Fu
Diffusion-like recommendation with enhanced similarity of objects
null
Physica A: Statistical Mechanics and its Applications 461 (2016) 708-715
10.1016/j.physa.2016.06.027
null
cs.IR cs.SI
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In last decades, diversity and accuracy have been regarded as two important measures in evaluating a recommendation model. However, a clear concern is that a model focusing excessively on one measure will put the other one at risk, thus it is not easy to greatly improve diversity and accuracy simultaneously. In this paper, we propose to enhance the Resource-Allocation (RA) similarity in resource transfer equations of diffusion-like models, by giving a tunable exponent to the RA similarity, and traversing the value of the exponent to achieve the optimal recommendation results. In this way, we can increase the recommendation scores (allocated resource) of many unpopular objects. Experiments on three benchmark data sets, MovieLens, Netflix, and RateYourMusic show that the modified models can yield remarkable performance improvement compared with the original ones.
[{'version': 'v1', 'created': 'Wed, 11 Nov 2015 14:43:32 GMT'} {'version': 'v2', 'created': 'Thu, 11 Oct 2018 06:13:15 GMT'}]
2018-10-17
[array(['An', 'Ya-Hui', ''], dtype=object) array(['Dong', 'Qiang', ''], dtype=object) array(['Sun', 'Chong-Jing', ''], dtype=object) array(['Nie', 'Da-Cheng', ''], dtype=object) array(['Fu', 'Yan', ''], dtype=object)]
5,142
1805.10709
Wanlin Li
Stephanie Chan, Jeroen Hanselman, Wanlin Li
Ranks, $2$-Selmer groups, and Tamagawa numbers of elliptic curves with $\mathbb{Z}/2\mathbb{Z} \times \mathbb{Z}/8\mathbb{Z}$-torsion
null
Open Book Series 2 (2019) 173-189
10.2140/obs.2019.2.173
null
math.NT
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In 2016, Balakrishnan-Ho-Kaplan-Spicer-Stein-Weigandt produced a database of elliptic curves over $\mathbb{Q}$ ordered by height in which they computed the rank, the size of the $2$-Selmer group, and other arithmetic invariants. They observed that after a certain point, the average rank seemed to decrease as the height increased. Here we consider the family of elliptic curves over $\mathbb{Q}$ whose rational torsion subgroup is isomorphic to $\mathbb{Z}/2\mathbb{Z} \times \mathbb{Z}/8\mathbb{Z}$. Conditional on GRH and BSD, we compute the rank of $92\%$ of the $202461$ curves with parameter height less than $10^3$. We also compute the size of the $2$-Selmer group and the Tamagawa product, and prove that their averages tend to infinity for this family.
[{'version': 'v1', 'created': 'Sun, 27 May 2018 23:02:46 GMT'} {'version': 'v2', 'created': 'Wed, 27 Jun 2018 18:50:25 GMT'}]
2019-02-13
[array(['Chan', 'Stephanie', ''], dtype=object) array(['Hanselman', 'Jeroen', ''], dtype=object) array(['Li', 'Wanlin', ''], dtype=object)]
5,143
1404.7674
Tobias Korn
G. Plechinger, P. Nagler, Sch\"uller, T. Korn
Time-resolved Kerr rotation spectroscopy of valley dynamics in single-layer MoS2
null
null
null
null
cond-mat.mes-hall
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Single-layer MoS$_2$ and similar dichalcogenides are direct-gap semiconductors with a peculiar band structure: the direct gap is situated at the K$^+$ and K$^-$ points in the Brillouin zone, with a large valence-band spin splitting. Optical selection rules allow for valley-selective interband excitation using near-resonant, circularly polarized excitation. Here, we present time-resolved pump-probe experiments in which we study the carrier and valley dynamics in a mechanically exfoliated single-layer MoS$_2$ flake at low temperatures. Under resonant excitation conditions, we find that the valley lifetime exceeds the photocarrier lifetime, indicating the creation of a resident valley polarization. For highly nonresonant excitation, the valley polarization decays within the photocarrier lifetime.
[{'version': 'v1', 'created': 'Wed, 30 Apr 2014 10:37:26 GMT'} {'version': 'v2', 'created': 'Tue, 10 Jun 2014 08:50:05 GMT'} {'version': 'v3', 'created': 'Wed, 11 Jun 2014 11:28:02 GMT'}]
2014-06-12
[array(['Plechinger', 'G.', ''], dtype=object) array(['Nagler', 'P.', ''], dtype=object) array(['Schüller', '', ''], dtype=object) array(['Korn', 'T.', ''], dtype=object)]
5,144
1203.1176
Annette Maier
Annette Maier
A Difference Version of Nori's Theorem
29 pages
Mathematische Annalen 359(3), 759-784, 2014
10.1007/s00208-014-1012-z
null
math.RA math.AC
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We consider (Frobenius) difference equations over (F_q(s,t), phi) where phi fixes t and acts on F_q(s) as the Frobenius endomorphism. We prove that every semisimple, simply-connected linear algebraic group G defined over F_q can be realized as a difference Galois group over F_{q^i}(s,t) for some i in N. The proof uses upper and lower bounds on the Galois group scheme of a Frobenius difference equation that are developed in this paper. The result can be seen as a difference analogue of Nori's Theorem which states that G(F_q) occurs as (finite) Galois group over F_q(s).
[{'version': 'v1', 'created': 'Tue, 6 Mar 2012 11:58:52 GMT'}]
2015-10-29
[array(['Maier', 'Annette', ''], dtype=object)]
5,145
2303.16607
Federico Sau
Seonwoo Kim and Federico Sau
Spectral gap of the symmetric inclusion process
16 pages
null
null
null
math.PR math-ph math.MP
http://creativecommons.org/licenses/by/4.0/
We consider the symmetric inclusion process on a general finite graph. Our main result establishes universal upper and lower bounds for the spectral gap of this interacting particle system in terms of the spectral gap of the random walk on the same graph. In the regime in which the gamma-like reversible measures of the particle systems are log-concave, our bounds match, yielding a version for the symmetric inclusion process of the celebrated Aldous' spectral gap conjecture originally formulated for the interchange process. Finally, by means of duality techniques, we draw analogous conclusions for an interacting diffusion-like unbounded conservative spin system known as Brownian energy process.
[{'version': 'v1', 'created': 'Wed, 29 Mar 2023 11:40:36 GMT'}]
2023-03-30
[array(['Kim', 'Seonwoo', ''], dtype=object) array(['Sau', 'Federico', ''], dtype=object)]
5,146
2204.03560
Chenfeng Cao
Chenfeng Cao, Chao Zhang, Zipeng Wu, Markus Grassl, Bei Zeng
Quantum variational learning for quantum error-correcting codes
34 pages, 14 figures
Quantum 6, 828 (2022)
10.22331/q-2022-10-06-828
null
quant-ph
http://creativecommons.org/licenses/by/4.0/
Quantum error correction is believed to be a necessity for large-scale fault-tolerant quantum computation. In the past two decades, various constructions of quantum error-correcting codes (QECCs) have been developed, leading to many good code families. However, the majority of these codes are not suitable for near-term quantum devices. Here we present VarQEC, a noise-resilient variational quantum algorithm to search for quantum codes with a hardware-efficient encoding circuit. The cost functions are inspired by the most general and fundamental requirements of a QECC, the Knill-Laflamme conditions. Given the target noise channel (or the target code parameters) and the hardware connectivity graph, we optimize a shallow variational quantum circuit to prepare the basis states of an eligible code. In principle, VarQEC can find quantum codes for any error model, whether additive or non-additive, degenerate or non-degenerate, pure or impure. We have verified its effectiveness by (re)discovering some symmetric and asymmetric codes, e.g., $((n,2^{n-6},3))_2$ for $n$ from 7 to 14. We also found new $((6,2,3))_2$ and $((7,2,3))_2$ codes that are not equivalent to any stabilizer code, and extensive numerical evidence with VarQEC suggests that a $((7,3,3))_2$ code does not exist. Furthermore, we found many new channel-adaptive codes for error models involving nearest-neighbor correlated errors. Our work sheds new light on the understanding of QECC in general, which may also help to enhance near-term device performance with channel-adaptive error-correcting codes.
[{'version': 'v1', 'created': 'Thu, 7 Apr 2022 16:38:27 GMT'} {'version': 'v2', 'created': 'Tue, 20 Sep 2022 10:57:35 GMT'} {'version': 'v3', 'created': 'Mon, 3 Oct 2022 17:25:03 GMT'}]
2022-10-07
[array(['Cao', 'Chenfeng', ''], dtype=object) array(['Zhang', 'Chao', ''], dtype=object) array(['Wu', 'Zipeng', ''], dtype=object) array(['Grassl', 'Markus', ''], dtype=object) array(['Zeng', 'Bei', ''], dtype=object)]
5,147
1805.01919
Skenderis Kostas
Michela Petrini, Henning Samtleben, Stanislav Schmidt and Kostas Skenderis
The 10d Uplift of the GPPZ Solution
45 pages, v3: JHEP version, Mathematica file with the IIB solution and the verification of Einstein equations attached, corrected some typos, v4: Note Added, typos corrected
J. High Energ. Phys. (2018) 2018: 26
10.1007/JHEP07(2018)026
null
hep-th
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We present the uplift of the GPPZ solution of the five-dimensional maximal supergravity to ten dimensions. The five dimensional solution involves two real scalar fields, with one of them encoding holographically the (norm of the complex) supersymmetric ${\mathcal N}=1$ mass deformation and the other the real part of the gaugino condensate. We embed this solution in a consistent truncation of $D=5$ maximal supergravity which involves two complex scalars dual to the complex mass deformations and the complex gaugino condensate, and a $U(1)$ gauge field dual to the $U(1)_R$ current, and uplift it to ten dimensions. The ten dimensional solution is completely explicit, with all fields given in terms of elementary functions. The metric and the axion-dilaton agree with those of a partial uplift of the GPPZ flow by Pilch and Warner. We analyze the asymptotics and the singularity structure of the ten dimensional solution. The uplifted solution is singular, but the singularity is milder than that of the five dimensional solution, and there is conformal frame in which the metric is only singular at one point of $S^5$. We compare the asymptotics of the $10d$ solution with that of the Polchinski-Strassler and Freedman-Minahan solutions, and find agreement with Freedman-Minahan and disagreement with Polchinski-Strassler. In particular, we infer that while the Polchinski-Strassler $10d$ fields satisfy the correct boundary conditions, they do not solve the field equations near the boundary.
[{'version': 'v1', 'created': 'Fri, 4 May 2018 19:33:48 GMT'} {'version': 'v2', 'created': 'Fri, 22 Jun 2018 10:41:58 GMT'} {'version': 'v3', 'created': 'Fri, 6 Jul 2018 11:46:47 GMT'} {'version': 'v4', 'created': 'Thu, 7 Feb 2019 13:44:18 GMT'}]
2019-02-08
[array(['Petrini', 'Michela', ''], dtype=object) array(['Samtleben', 'Henning', ''], dtype=object) array(['Schmidt', 'Stanislav', ''], dtype=object) array(['Skenderis', 'Kostas', ''], dtype=object)]
5,148
1306.2358
Christoph Luhn
Christoph Luhn
Trimaximal TM1 neutrino mixing in S4 with spontaneous CP violation
25 pages, version to be published in NPB
null
10.1016/j.nuclphysb.2013.07.003
IPPP/13/38, DCPT/13/76
hep-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The measurement of the reactor angle by the Daya Bay and RENO experiments in 2012 has ruled out the tri-bimaximal paradigm. Adopting an S4 family symmetry, we propose direct models of the trimaximal type TM1 in which the tri-bimaximal Klein symmetry of the neutrino sector is broken to a residual Z2 symmetry. In such a scenario, the solar mixing angle is decreased compared to its tri-bimaximal value by about one degree, thus bringing it in excellent agreement with experimental observation. The atmospheric mixing angle, on the other hand, depends on the CP violating Dirac phase delta. Imposing CP conservation in the family symmetry limit, we show how to break the CP symmetry via flavon VEVs with well-defined complex phases, so that sizable deviations of the atmospheric angle from maximal mixing, consistent with the latest global fits, are produced.
[{'version': 'v1', 'created': 'Mon, 10 Jun 2013 20:58:33 GMT'} {'version': 'v2', 'created': 'Thu, 18 Jul 2013 11:58:38 GMT'}]
2015-06-16
[array(['Luhn', 'Christoph', ''], dtype=object)]
5,149
2212.07063
Abdel\^aali Boudjem\^aa abdou abdel aalim
Bakhta Ch\'erifi and Abdelaali Boudjemaa
Moving Bose mixtures with dipole-dipole interactions
8 pages, 4 figures
Eur. Phys. J. D 76, 226 (2022)
10.1140/epjd/s10053-022-00554-9
null
cond-mat.quant-gas
http://creativecommons.org/licenses/by/4.0/
We study the properties of moving uniform dipolar Bose-Bose mixtures using the full Hartree-Fock-Bogoliubov theory. The analytical and numerical calculations emphasize that the competition between the relative motion of two fluids and the interspecies dipole-dipole interactions may affect the behavior of the condensed depletion, the anomalous density, the ground-state energy and second-order pair correlation. It is found that in the lower branch of the mixture, these quantities are unimportant and present an unconventional behavior.
[{'version': 'v1', 'created': 'Wed, 14 Dec 2022 07:19:11 GMT'}]
2022-12-21
[array(['Chérifi', 'Bakhta', ''], dtype=object) array(['Boudjemaa', 'Abdelaali', ''], dtype=object)]
5,150
2009.03855
Daniel Furelos-Blanco
Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda and Alessandra Russo
Induction and Exploitation of Subgoal Automata for Reinforcement Learning
Published in the Journal of Artificial Intelligence Research (JAIR)
Journal of Artificial Intelligence Research, 70, 1031-1116 (2021)
10.1613/jair.1.12372
null
cs.AI cs.LG
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper we present ISA, an approach for learning and exploiting subgoals in episodic reinforcement learning (RL) tasks. ISA interleaves reinforcement learning with the induction of a subgoal automaton, an automaton whose edges are labeled by the task's subgoals expressed as propositional logic formulas over a set of high-level events. A subgoal automaton also consists of two special states: a state indicating the successful completion of the task, and a state indicating that the task has finished without succeeding. A state-of-the-art inductive logic programming system is used to learn a subgoal automaton that covers the traces of high-level events observed by the RL agent. When the currently exploited automaton does not correctly recognize a trace, the automaton learner induces a new automaton that covers that trace. The interleaving process guarantees the induction of automata with the minimum number of states, and applies a symmetry breaking mechanism to shrink the search space whilst remaining complete. We evaluate ISA in several gridworld and continuous state space problems using different RL algorithms that leverage the automaton structures. We provide an in-depth empirical analysis of the automaton learning performance in terms of the traces, the symmetry breaking and specific restrictions imposed on the final learnable automaton. For each class of RL problem, we show that the learned automata can be successfully exploited to learn policies that reach the goal, achieving an average reward comparable to the case where automata are not learned but handcrafted and given beforehand.
[{'version': 'v1', 'created': 'Tue, 8 Sep 2020 16:42:55 GMT'} {'version': 'v2', 'created': 'Tue, 16 Mar 2021 15:25:10 GMT'}]
2021-03-18
[array(['Furelos-Blanco', 'Daniel', ''], dtype=object) array(['Law', 'Mark', ''], dtype=object) array(['Jonsson', 'Anders', ''], dtype=object) array(['Broda', 'Krysia', ''], dtype=object) array(['Russo', 'Alessandra', ''], dtype=object)]
5,151
1608.07558
Micha{\l} Spali\'nski
Wojciech Florkowski, Radoslaw Ryblewski, Micha{\l} Spali\'nski
Gradient expansion for anisotropic hydrodynamics
null
Phys. Rev. D 94, 114025 (2016)
10.1103/PhysRevD.94.114025
null
nucl-th hep-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We compute the gradient expansion for anisotropic hydrodynamics. The results are compared with the corresponding expansion of the underlying kinetic-theory model with the collision term treated in the relaxation time approximation. We find that a recent formulation of anisotropic hydrodynamics based on an anisotropic matching principle yields the first three terms of the gradient expansion in agreement with those obtained for the kinetic theory. This gives further support for this particular hydrodynamic model as a good approximation of the kinetic-theory approach. We further find that the gradient expansion of anisotropic hydrodynamics is an asymptotic series, and the singularities of the analytic continuation of its Borel transform indicate the presence of non-hydrodynamic modes.
[{'version': 'v1', 'created': 'Fri, 26 Aug 2016 18:47:08 GMT'}]
2016-12-28
[array(['Florkowski', 'Wojciech', ''], dtype=object) array(['Ryblewski', 'Radoslaw', ''], dtype=object) array(['Spaliński', 'Michał', ''], dtype=object)]
5,152
1110.1206
Gary Gibbons
G.W. Gibbons
Anti-de-Sitter spacetime and its uses
40 pp Latex, no figures Written version of lectures given at 2nd Samos Meeting held at at Pythagoreon, Samos, Greece, 31 August - 4 September 1998; Proceedings of the 2nd Samos Meeting on Cosmology, Geometry and Relativity, S Cotsakis and G W Gibbons eds, {\it Lecture Notes in Physics}\, {\bf 537} (2000)}
null
null
null
hep-th gr-qc math-ph math.MP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
This is a pedagogic account of some of the global properties of Anti-de-Sitter spacetime with a view to their application to the AdS/CFT correspondence. Particular care is taken over the distinction between Anti-de-Sitter and it's covering space. Written version of lectures given at 2nd Samos Meeting held at at Pythagoreon, Samos, Greece, 31 August - 4 September 1998 and published as Anti-de-Sitter spacetime and its uses, in Mathematical and Quantum Aspects of Relativity and Cosmology. Proceedings of the 2nd Samos Meeting on Cosmology, Geometry and Relativity, S Cotsakis and G W Gibbons eds, {\it Lecture Notes in Physics}\, {\bf 537} (2000)}
[{'version': 'v1', 'created': 'Thu, 6 Oct 2011 10:18:51 GMT'}]
2011-10-07
[array(['Gibbons', 'G. W.', ''], dtype=object)]
5,153
1809.01637
Francesco Lin
Francesco Lin
Non-formality in $\mathrm{Pin}(2)$-monopole Floer homology
41 pages, 2 figures. Comments are very welcome!
null
null
null
math.GT
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In previous work, we introduced a natural $\mathcal{A}_{\infty}$-structure on the $\mathrm{Pin}(2)$-monopole Floer chain complex of a closed, oriented three-manifold $Y$, and showed that it is non-formal in the simplest case in which $Y$ is the three-sphere $S^3$. In this paper, we provide explicit descriptions of several Massey products induced on homology, and discuss how they can be used to compute the $\mathrm{Pin}(2)$-monopole Floer homology of connected sums in many concrete examples.
[{'version': 'v1', 'created': 'Wed, 5 Sep 2018 17:26:58 GMT'}]
2018-09-06
[array(['Lin', 'Francesco', ''], dtype=object)]
5,154
math/9907181
Pavel Etingof
Pavel Etingof and Alexander Varchenko
Traces of intertwiners for quantum groups and difference equations, I
38 pages, amstex; some misprints and small errors were corrected in the new version
null
null
null
math.QA
null
The main object considered in this paper is the trace function, defined as a suitably normalized trace of a product of intertwining operators for the Drinfeld-Jimbo quantum group, multiplied by the exponential of an element of the Cartan subalgebra. This function depends of two parameters -- the element of the Cartan subalgebra, and the highest weight of the Verma module in which the trace is taken. The main results of the paper are that the trace function satisfies two systems of difference equations with respect to the first parameter (the quantum Knizhnik-Zamolodchikov-Bernard and Macdonald-Ruijsenaars equations), and that it is symmetric with respect to the two parameters. In particular, this implies that for each of the above two systems of equations there is the dual system with respect to the second parameter, which is also satisfied by the trace function. The paper establishes a connection between the I.Frenkel-Reshetikhin theory of quantum conformal blocks, the work of Felder-Mukhin-Tarasov-Varchenko on the quantum KZB and Ruijsenaars equations, the work of Etingof-I.Frenkel- Kirillov Jr.-Styrkas on traces of intetwining operators, and the Macdonald- Cherednik theory. The methods of the paper are based on the theory of dynamical twists and R-matrices.
[{'version': 'v1', 'created': 'Tue, 27 Jul 1999 23:47:53 GMT'} {'version': 'v2', 'created': 'Tue, 7 Mar 2000 18:38:13 GMT'}]
2007-05-23
[array(['Etingof', 'Pavel', ''], dtype=object) array(['Varchenko', 'Alexander', ''], dtype=object)]
5,155
1909.04890
Guillaume Maillard
Guillaume Maillard (LMO), Sylvain Arlot (LM-Orsay), Matthieu Lerasle (LM-Orsay)
Aggregated Hold-Out
null
null
null
null
math.ST stat.ME stat.ML stat.TH
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Aggregated hold-out (Agghoo) is a method which averages learning rules selected by hold-out (that is, cross-validation with a single split). We provide the first theoretical guarantees on Agghoo, ensuring that it can be used safely: Agghoo performs at worst like the hold-out when the risk is convex. The same holds true in classification with the 0-1 risk, with an additional constant factor. For the hold-out, oracle inequalities are known for bounded losses, as in binary classification. We show that similar results can be proved, under appropriate assumptions, for other risk-minimization problems. In particular, we obtain an oracle inequality for regularized kernel regression with a Lip-schitz loss, without requiring that the Y variable or the regressors be bounded. Numerical experiments show that aggregation brings a significant improvement over the hold-out and that Agghoo is competitive with cross-validation.
[{'version': 'v1', 'created': 'Wed, 11 Sep 2019 07:46:09 GMT'}]
2020-01-22
[array(['Maillard', 'Guillaume', '', 'LMO'], dtype=object) array(['Arlot', 'Sylvain', '', 'LM-Orsay'], dtype=object) array(['Lerasle', 'Matthieu', '', 'LM-Orsay'], dtype=object)]
5,156
gr-qc/9808034
WU Zhong Chao
Z.C. Wu
Real Tunneling and Black Hole Creation
21 pages, 4 figures
Int.J.Mod.Phys. D7 (1998) 111-127
10.1142/S0218271898000115
Beijing preprint 97-103
gr-qc
null
The concept of constrained gravitational instanton is introduced. It is used to study black hole creation. We discussed the global aspects of the scenario and the alternative tunnelings.
[{'version': 'v1', 'created': 'Tue, 11 Aug 1998 19:56:27 GMT'}]
2009-10-31
[array(['Wu', 'Z. C.', ''], dtype=object)]
5,157
0707.1743
Atsushi Shiho
Atsushi Shiho
Relative log convergent cohomology and relative rigid cohomology II
80 pages, minor errors and typos fixed
null
null
null
math.NT math.AG
null
In this paper, we develop the theory of relative log convergent cohomology of radius $\lambda$ ($0 < \lambda \leq 1$), which is a generalization of the notion of relative log convergent cohomology in the previous paper. By comparing this cohomology with relative log crystalline cohomology, relative rigid cohomology and its variants and by using some technique of hypercovering, we prove a version of Berthelot's conjecture on the overconvergence of relative rigid cohomology for proper smooth families.
[{'version': 'v1', 'created': 'Thu, 12 Jul 2007 07:08:19 GMT'} {'version': 'v2', 'created': 'Wed, 21 May 2008 08:41:56 GMT'}]
2008-05-21
[array(['Shiho', 'Atsushi', ''], dtype=object)]
5,158
2306.12153
Wentao Liu
Wentao Liu, Tong Tian, Lemeng Wang, Weijin Xu, Haoyuan Li, Wenyi Zhao, Xipeng Pan, Huihua Yang, Feng Gao, Yiming Deng, and Ruisheng Su
DIAS: A Comprehensive Benchmark for DSA-sequence Intracranial Artery Segmentation
null
null
null
null
eess.IV cs.CV
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Automatic segmentation of the intracranial artery (IA) in digital subtraction angiography (DSA) sequence is an essential step in diagnosing IA-related diseases and guiding neuro-interventional surgery. However, the lack of publicly available datasets has impeded research in this area. In this paper, we release DIAS, an IA segmentation dataset, consisting of 120 DSA sequences from intracranial interventional therapy. In addition to pixel-wise annotations, this dataset provides two types of scribble annotations for weakly supervised IA segmentation research. We present a comprehensive benchmark for evaluating the performance of this challenging dataset by utilizing fully-, weakly-, and semi-supervised learning approaches. Specifically, we propose a method that incorporates a dimensionality reduction module into a 2D/3D model to achieve vessel segmentation in DSA sequences. For weakly-supervised learning, we propose a scribble learning-based image segmentation framework, SSCR, which comprises scribble supervision and consistency regularization. Furthermore, we introduce a random patch-based self-training framework that utilizes unlabeled DSA sequences to improve segmentation performance. Our extensive experiments on the DIAS dataset demonstrate the effectiveness of these methods as potential baselines for future research and clinical applications.
[{'version': 'v1', 'created': 'Wed, 21 Jun 2023 10:03:56 GMT'}]
2023-06-22
[array(['Liu', 'Wentao', ''], dtype=object) array(['Tian', 'Tong', ''], dtype=object) array(['Wang', 'Lemeng', ''], dtype=object) array(['Xu', 'Weijin', ''], dtype=object) array(['Li', 'Haoyuan', ''], dtype=object) array(['Zhao', 'Wenyi', ''], dtype=object) array(['Pan', 'Xipeng', ''], dtype=object) array(['Yang', 'Huihua', ''], dtype=object) array(['Gao', 'Feng', ''], dtype=object) array(['Deng', 'Yiming', ''], dtype=object) array(['Su', 'Ruisheng', ''], dtype=object)]
5,159
1410.4470
Raviteja Vemulapalli
Raviteja Vemulapalli, Vinay Praneeth Boda, and Rama Chellappa
MKL-RT: Multiple Kernel Learning for Ratio-trace Problems via Convex Optimization
null
null
null
null
cs.CV cs.LG
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In the recent past, automatic selection or combination of kernels (or features) based on multiple kernel learning (MKL) approaches has been receiving significant attention from various research communities. Though MKL has been extensively studied in the context of support vector machines (SVM), it is relatively less explored for ratio-trace problems. In this paper, we show that MKL can be formulated as a convex optimization problem for a general class of ratio-trace problems that encompasses many popular algorithms used in various computer vision applications. We also provide an optimization procedure that is guaranteed to converge to the global optimum of the proposed optimization problem. We experimentally demonstrate that the proposed MKL approach, which we refer to as MKL-RT, can be successfully used to select features for discriminative dimensionality reduction and cross-modal retrieval. We also show that the proposed convex MKL-RT approach performs better than the recently proposed non-convex MKL-DR approach.
[{'version': 'v1', 'created': 'Thu, 16 Oct 2014 15:51:50 GMT'} {'version': 'v2', 'created': 'Fri, 17 Oct 2014 06:12:37 GMT'}]
2014-10-20
[array(['Vemulapalli', 'Raviteja', ''], dtype=object) array(['Boda', 'Vinay Praneeth', ''], dtype=object) array(['Chellappa', 'Rama', ''], dtype=object)]
5,160
hep-ph/0412084
Anna Stasto
A.M. Stasto
Nonlinear evolution equations in QCD
35 pages, 30 figures; Lectures presented at XLIV Cracow School of Theoretical Physics, June 2004, Zakopane, Poland
Acta Phys.Polon.B35:3069-3102,2004
null
BNL-NT-04/37
hep-ph
null
The following lectures are an introduction to the phenomena of partonic saturation and nonlinear evolution equations in Quantum Chromodynamics. After a short introduction to the linear evolution, the problems of unitarity bound and parton saturation are discussed. The nonlinear Balitsky-Kovchegov evolution equation in the high energy limit is introduced, and the progress towards the understanding of the properties of its solution is reviewed. We discuss the concepts of the saturation scale, geometrical scaling and the lack of the infrared diffusion. Finally, we give a brief summary of current theoretical developments which extend beyond the Balitsky-Kovchegov equation.
[{'version': 'v1', 'created': 'Mon, 6 Dec 2004 15:44:12 GMT'}]
2014-11-18
[array(['Stasto', 'A. M.', ''], dtype=object)]
5,161
1802.06469
Ali Naji
Tayeb Jamali, Ali Naji
Active fluids at circular boundaries: Swim pressure and anomalous droplet ripening
15 pages, 7 figures
Soft Matter 14, 4820 (2018)
10.1039/C8SM00338F
null
cond-mat.soft cond-mat.stat-mech physics.bio-ph physics.chem-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We investigate the swim pressure exerted by non-chiral and chiral active particles on convex or concave circular boundaries. Active particles are modeled as non-interacting and non-aligning self-propelled Brownian particles. The convex and concave circular boundaries are used as models representing a fixed inclusion immersed in an active bath and a cavity (or container) enclosing the active particles, respectively. We first present a detailed analysis of the role of convex versus concave boundary curvature and of the chirality of active particles on their spatial distribution, chirality-induced currents, and the swim pressure they exert on the bounding surfaces. The results will then be used to predict the mechanical equilibria of suspended fluid enclosures (generically referred to as 'droplets') in a bulk with active particles being present either inside the bulk fluid or within the suspended droplets. We show that, while droplets containing active particles and suspended in a normal bulk behave in accordance with standard capillary paradigms, those containing a normal fluid exhibit anomalous behaviors when suspended in an active bulk. In the latter case, the excess swim pressure results in non-monotonic dependence of the inside droplet pressure on the droplet radius. As a result, we find a regime of anomalous capillarity for a single droplet, where the inside droplet pressure increases upon increasing the droplet size. In the case of two interconnected droplets, we show that mechanical equilibrium can occur also when they have different sizes. We further identify a regime of anomalous ripening, where two unequal-sized droplets can reach a final state of equal sizes upon interconnection, in stark contrast with the standard Ostwald ripening phenomenon, implying shrinkage of the smaller droplet in favor of the larger one.
[{'version': 'v1', 'created': 'Sun, 18 Feb 2018 23:34:13 GMT'}]
2020-10-01
[array(['Jamali', 'Tayeb', ''], dtype=object) array(['Naji', 'Ali', ''], dtype=object)]
5,162
1812.04504
Xiaobo Jing
Xiaobo Jing, Qi Wang
Linear Second Order Energy Stable Schemes of Phase Field Model with Nonlocal Constraints for Crystal Growth
arXiv admin note: substantial text overlap with arXiv:1810.05311
null
null
null
math.NA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We present a set of linear, second order, unconditionally energy stable schemes for the Allen-Cahn model with a nonlocal constraint for crystal growth that conserves the mass of each phase. Solvability conditions are established for the linear systems resulting from the linear schemes. Convergence rates are verified numerically. Dynamics obtained using the nonlocal Allen-Cahn model are compared with the one obtained using the classic Allen-Cahn model as well as the Cahn-Hilliard model, demonstrating slower dynamics than that of the Allen-Cahn model but faster dynamics than that of the Cahn-Hillard model. Thus, the nonlocal Allen-Cahn model can be an alternative to the Cahn-Hilliard model in simulating crystal growth. Two Benchmark examples are presented to illustrate the prediction made with the nonlocal Allen-Cahn model in comparison to those made with the Allen-Cahn model and the Cahn- Hillard model.
[{'version': 'v1', 'created': 'Mon, 10 Dec 2018 13:31:49 GMT'}]
2018-12-12
[array(['Jing', 'Xiaobo', ''], dtype=object) array(['Wang', 'Qi', ''], dtype=object)]
5,163
hep-ph/9709436
Christian Weiss
M.V. Polyakov and C. Weiss
Nucleon structure functions from the instanton vacuum: Leading and non-leading twists
13 pages, Latex, 1 figure included using epsf. To appear in Proceedings of the XXXVII Cracow School of Theoretical Physics, Zakopane, May 30 - June 10, 1997. New references added
Acta Phys.Polon.B28:2751-2764,1997
null
RUB-TPII-9/97
hep-ph
null
We review the description of nucleon structure functions in the instanton vacuum. This includes the calculation of the twist-2 parton distributions at a low normalization point as well as higher-twist matrix elements. The instanton vacuum with its inherent small parameter, the packing fraction of the instanton medium, $\bar\rho / R$, provides a consistent picture of the non-perturbative gluon degrees of freedom at the scale $\bar\rho^{-1} \simeq 600 MeV$. The twist-2 quark and antiquark distributions are of order unity, while the twist-2 gluon distribution is of order $(\bar\rho / R)^4$. Twist-4 matrix elements determining power corrections to the Bjorken, Ellis-Jaffe and Gross-Llewellyn-Smith sum rules are found to be of order $(\bar\rho / R)^0$. We present numerical estimates for the parametrically large quantities.
[{'version': 'v1', 'created': 'Tue, 23 Sep 1997 21:20:08 GMT'} {'version': 'v2', 'created': 'Sun, 2 Nov 1997 20:30:34 GMT'}]
2011-04-15
[array(['Polyakov', 'M. V.', ''], dtype=object) array(['Weiss', 'C.', ''], dtype=object)]
5,164
2201.06035
Ziwei Fan
Ziwei Fan, Zhiwei Liu, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu
Sequential Recommendation via Stochastic Self-Attention
updated version for camera-ready
null
null
null
cs.IR cs.AI cs.LG
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sequential recommendation models the dynamics of a user's previous behaviors in order to forecast the next item, and has drawn a lot of attention. Transformer-based approaches, which embed items as vectors and use dot-product self-attention to measure the relationship between items, demonstrate superior capabilities among existing sequential methods. However, users' real-world sequential behaviors are \textit{\textbf{uncertain}} rather than deterministic, posing a significant challenge to present techniques. We further suggest that dot-product-based approaches cannot fully capture \textit{\textbf{collaborative transitivity}}, which can be derived in item-item transitions inside sequences and is beneficial for cold start items. We further argue that BPR loss has no constraint on positive and sampled negative items, which misleads the optimization. We propose a novel \textbf{STO}chastic \textbf{S}elf-\textbf{A}ttention~(STOSA) to overcome these issues. STOSA, in particular, embeds each item as a stochastic Gaussian distribution, the covariance of which encodes the uncertainty. We devise a novel Wasserstein Self-Attention module to characterize item-item position-wise relationships in sequences, which effectively incorporates uncertainty into model training. Wasserstein attentions also enlighten the collaborative transitivity learning as it satisfies triangle inequality. Moreover, we introduce a novel regularization term to the ranking loss, which assures the dissimilarity between positive and the negative items. Extensive experiments on five real-world benchmark datasets demonstrate the superiority of the proposed model over state-of-the-art baselines, especially on cold start items. The code is available in \url{https://github.com/zfan20/STOSA}.
[{'version': 'v1', 'created': 'Sun, 16 Jan 2022 12:38:45 GMT'} {'version': 'v2', 'created': 'Sat, 5 Mar 2022 17:00:57 GMT'}]
2022-03-08
[array(['Fan', 'Ziwei', ''], dtype=object) array(['Liu', 'Zhiwei', ''], dtype=object) array(['Wang', 'Alice', ''], dtype=object) array(['Nazari', 'Zahra', ''], dtype=object) array(['Zheng', 'Lei', ''], dtype=object) array(['Peng', 'Hao', ''], dtype=object) array(['Yu', 'Philip S.', ''], dtype=object)]
5,165
math/0309424
Sophie Morier-Genoud
Sophie Morier-Genoud
Relevement geometrique de la base canonique et involution de Sch\"utzenberger
5 pages, in French
null
null
null
math.RT math.QA
null
Let $G$ be a complex simply connected semisimple Lie group, and let $B_V$ be the canonical base of a Weyl module $V$ of $G$. We calculate explicitely the action of the longest element $w_0$ of the Weyl group on $B_V$ in terms of parametrizations. The method is based on results of Berenstein and Zelevinsky on the geometric lifting.
[{'version': 'v1', 'created': 'Thu, 25 Sep 2003 19:09:04 GMT'}]
2007-05-23
[array(['Morier-Genoud', 'Sophie', ''], dtype=object)]
5,166
1302.3589
Henry E. Kyburg Jr.
Henry E. Kyburg Jr
Uncertain Inferences and Uncertain Conclusions
Appears in Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI1996)
null
null
UAI-P-1996-PG-365-372
cs.AI
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Uncertainty may be taken to characterize inferences, their conclusions, their premises or all three. Under some treatments of uncertainty, the inferences itself is never characterized by uncertainty. We explore both the significance of uncertainty in the premises and in the conclusion of an argument that involves uncertainty. We argue that for uncertainty to characterize the conclusion of an inference is natural, but that there is an interplay between uncertainty in the premises and uncertainty in the procedure of argument itself. We show that it is possible in principle to incorporate all uncertainty in the premises, rendering uncertainty arguments deductively valid. But we then argue (1) that this does not reflect human argument, (2) that it is computationally costly, and (3) that the gain in simplicity obtained by allowing uncertainty inference can sometimes outweigh the loss of flexibility it entails.
[{'version': 'v1', 'created': 'Wed, 13 Feb 2013 14:15:14 GMT'}]
2013-02-18
[array(['Kyburg', 'Henry E.', 'Jr'], dtype=object)]
5,167
2306.02273
Ryo Masumura
Ryo Masumura, Naoki Makishima, Taiga Yamane, Yoshihiko Yamazaki, Saki Mizuno, Mana Ihori, Mihiro Uchida, Keita Suzuki, Hiroshi Sato, Tomohiro Tanaka, Akihiko Takashima, Satoshi Suzuki, Takafumi Moriya, Nobukatsu Hojo, Atsushi Ando
End-to-End Joint Target and Non-Target Speakers ASR
Accepted at Interspeech 2023
null
null
null
cs.CL cs.SD eess.AS
http://creativecommons.org/licenses/by/4.0/
This paper proposes a novel automatic speech recognition (ASR) system that can transcribe individual speaker's speech while identifying whether they are target or non-target speakers from multi-talker overlapped speech. Target-speaker ASR systems are a promising way to only transcribe a target speaker's speech by enrolling the target speaker's information. However, in conversational ASR applications, transcribing both the target speaker's speech and non-target speakers' ones is often required to understand interactive information. To naturally consider both target and non-target speakers in a single ASR model, our idea is to extend autoregressive modeling-based multi-talker ASR systems to utilize the enrollment speech of the target speaker. Our proposed ASR is performed by recursively generating both textual tokens and tokens that represent target or non-target speakers. Our experiments demonstrate the effectiveness of our proposed method.
[{'version': 'v1', 'created': 'Sun, 4 Jun 2023 06:38:15 GMT'}]
2023-06-06
[array(['Masumura', 'Ryo', ''], dtype=object) array(['Makishima', 'Naoki', ''], dtype=object) array(['Yamane', 'Taiga', ''], dtype=object) array(['Yamazaki', 'Yoshihiko', ''], dtype=object) array(['Mizuno', 'Saki', ''], dtype=object) array(['Ihori', 'Mana', ''], dtype=object) array(['Uchida', 'Mihiro', ''], dtype=object) array(['Suzuki', 'Keita', ''], dtype=object) array(['Sato', 'Hiroshi', ''], dtype=object) array(['Tanaka', 'Tomohiro', ''], dtype=object) array(['Takashima', 'Akihiko', ''], dtype=object) array(['Suzuki', 'Satoshi', ''], dtype=object) array(['Moriya', 'Takafumi', ''], dtype=object) array(['Hojo', 'Nobukatsu', ''], dtype=object) array(['Ando', 'Atsushi', ''], dtype=object)]
5,168
hep-ph/9209286
George Siopsis
G. Siopsis, D.B. DeLaney, S. Jadach, Ch. Shio, and B.F.L. Ward
Radiative corrections in processes at the SSC
UTHEP-92-0901, 15 pages (incl. 3 figures), LaTeX (Talk presented at the XXXII Cracow School of Theoretical Physics, Zakopane, June 1992)
Acta Phys.Polon. B23 (1992) 1133-1144
null
null
hep-ph
null
We discuss radiative corrections for interactions in the SSC environment. Based on the theory of Yennie, Frautschi and Suura, we develop appropriate Monte Carlo event generators to compute the background electromagnetic radiation. Our results indicate that multiple-photon effects must be taken into account in the study of SSC physics such as Higgs decay.
[{'version': 'v1', 'created': 'Mon, 28 Sep 1992 16:57:42 GMT'}]
2007-05-23
[array(['Siopsis', 'G.', ''], dtype=object) array(['DeLaney', 'D. B.', ''], dtype=object) array(['Jadach', 'S.', ''], dtype=object) array(['Shio', 'Ch.', ''], dtype=object) array(['Ward', 'B. F. L.', ''], dtype=object)]
5,169
0908.1990
Andrew Drake
A.J. Drake, S.G. Djorgovski, J.L. Prieto, A. Mahabal, D. Balam, R. Williams, M.J. Graham, M. Catelan, E. Beshore and S. Larson
Discovery of the Extremely Energetic Supernova 2008fz
Minor corrections
null
10.1088/2041-8205/718/2/L127
null
astro-ph.HE astro-ph.CO
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We report on the discovery and initial observations of the energetic type IIn supernova (SN), 2008fz. The optical energy emitted by SN 2008fz (based on the light curve over a 88 day period), is possibly the most ever observed for a supernova (1.4 x 10^51 erg). The event was more luminous than the type IIn SN 2006gy, but exhibited same smooth, slowly evolving light curve. As is characteristic of type IIn SN, the early spectra of 2008fz initially exhibited narrow Balmer lines which were replaced by a broader component at later times. The spectra also show a blue continuum with no signs of Ca or Na absorption, suggesting that there is little extinction due to intragalatic dust in the host or circumstellar material. No host galaxy is identified in prior coadded images reaching R ~ 22. From the supernova's redshift, z=0.133, we place an upper limit on the host of M_R=-17. The presence of the SN within such a faint host follows the majority of recently discovered highly luminous SN. A possible reason for this occurrence is the very high star formation rate occurring in low-mass galaxies in combination with the low metallicity environment, which makes the production of very massive stars possible. We determine the peak absolute magnitude of the event to be M_V = -22.3 from the initial photometry and the redshift distance, placing it among the most luminous supernovae discovered.
[{'version': 'v1', 'created': 'Thu, 13 Aug 2009 23:06:51 GMT'} {'version': 'v2', 'created': 'Sat, 24 Oct 2009 21:35:30 GMT'}]
2015-05-13
[array(['Drake', 'A. J.', ''], dtype=object) array(['Djorgovski', 'S. G.', ''], dtype=object) array(['Prieto', 'J. L.', ''], dtype=object) array(['Mahabal', 'A.', ''], dtype=object) array(['Balam', 'D.', ''], dtype=object) array(['Williams', 'R.', ''], dtype=object) array(['Graham', 'M. J.', ''], dtype=object) array(['Catelan', 'M.', ''], dtype=object) array(['Beshore', 'E.', ''], dtype=object) array(['Larson', 'S.', ''], dtype=object)]
5,170
1601.06653
Dinh Tuan Huynh
Dinh Tuan Huynh
Construction of hyperbolic hypersurfaces of low degree in $\mathbb{p}^n(\mathbb{c})$
7 pages, application of the method used in our previous paper arXiv:1507.03542 to any dimension, new references are added, minor changes, to appear in International Journal of Mathematics
null
10.1142/S0129167X16500592
null
math.AG math.CV math.DG
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We construct families of hyperbolic hypersurfaces $X_d\subset\mathbb{P}^{n+1}(\mathbb{C})$ of degree $d\geq {\textstyle{(\frac{n+3}{2})^2}}$.
[{'version': 'v1', 'created': 'Mon, 25 Jan 2016 16:13:48 GMT'} {'version': 'v2', 'created': 'Mon, 9 May 2016 22:04:05 GMT'}]
2016-05-11
[array(['Huynh', 'Dinh Tuan', ''], dtype=object)]
5,171
2105.00671
Ertugrul Basar
Ertugrul Basar and H. Vincent Poor
Present and Future of Reconfigurable Intelligent Surface-Empowered Communications
IEEE Signal Processing Magazine (to appear)
null
10.1109/MSP.2021.3106230
null
eess.SP cs.IT math.IT
http://creativecommons.org/licenses/by/4.0/
Signal processing and communication communities have witnessed the rise of many exciting communication technologies in recent years. Notable examples include alternative waveforms, massive multiple-input multiple-output (MIMO) signaling, non-orthogonal multiple access (NOMA), joint communications and sensing, sparse vector coding, index modulation, and so on. It is inevitable that 6G wireless networks will require a rethinking of wireless communication systems and technologies, particularly at the physical layer (PHY), considering the fact that the cellular industry reached another important milestone with the development of 5G wireless networks with diverse applications. Within this perspective, this article aims to shed light on the rising concept of reconfigurable intelligent surface (RIS)-empowered communications towards 6G wireless networks. Software-defined RISs can manipulate their impinging signals in an effective way to boost certain key performance indicators. We discuss the recent developments in the field and put forward promising candidates for future research and development. Specifically, we put our emphasis on active, transmitter-type, transmissive-reflective, and standalone RISs, by discussing their advantages and disadvantages compared to reflective RIS designs. Finally, we also envision an ultimate RIS architecture, which is able to adjust its operation modes dynamically, and introduce the new concept of PHY slicing over RISs towards 6G wireless networks.
[{'version': 'v1', 'created': 'Mon, 3 May 2021 07:59:40 GMT'} {'version': 'v2', 'created': 'Tue, 17 Aug 2021 16:52:12 GMT'}]
2021-11-10
[array(['Basar', 'Ertugrul', ''], dtype=object) array(['Poor', 'H. Vincent', ''], dtype=object)]
5,172
2206.10357
Xuan Li
Xuan Li, Paule-J Toussaint, Alan Evans, and Xue Liu
Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation
null
null
null
null
eess.IV cs.CV
http://creativecommons.org/licenses/by/4.0/
The lack of a comprehensive high-resolution atlas of the cerebellum has hampered studies of cerebellar involvement in normal brain function and disease. A good representation of the tightly foliated aspect of the cerebellar cortex is difficult to achieve because of the highly convoluted surface and the time it would take for manual delineation. The quality of manual segmentation is influenced by human expert judgment, and automatic labelling is constrained by the limited robustness of existing segmentation algorithms. The 20umisotropic BigBrain dataset provides an unprecedented high resolution framework for semantic segmentation compared to the 1000um(1mm) resolution afforded by magnetic resonance imaging. To dispense with the manual annotation requirement, we propose to train a model to adaptively transfer the annotation from the cerebellum on the Allen Brain Human Brain Atlas to the BigBrain in an unsupervised manner, taking into account the different staining and spacing between sections. The distinct visual discrepancy between the Allen Brain and BigBrain prevents existing approaches to provide meaningful segmentation masks, and artifacts caused by sectioning and histological slice preparation in the BigBrain data pose an extra challenge. To address these problems, we propose a two-stage framework where we first transfer the Allen Brain cerebellum to a space sharing visual similarity with the BigBrain. We then introduce a self-training strategy with a confidence map to guide the model learning from the noisy pseudo labels iteratively. Qualitative results validate the effectiveness of our approach, and quantitative experiments reveal that our method can achieve over 2.6% loss reduction compared with other approaches.
[{'version': 'v1', 'created': 'Tue, 14 Jun 2022 16:12:46 GMT'} {'version': 'v2', 'created': 'Sun, 28 May 2023 04:32:35 GMT'}]
2023-05-30
[array(['Li', 'Xuan', ''], dtype=object) array(['Toussaint', 'Paule-J', ''], dtype=object) array(['Evans', 'Alan', ''], dtype=object) array(['Liu', 'Xue', ''], dtype=object)]
5,173
1911.07434
Bin Li
Bin Li, Shuseng Wang, Jun Zhang, Xainbin Cao, Chenglin Zhao
Ultra-Fast Accurate AoA Estimation via Automotive Massive-MIMO Radar
null
null
10.1109/TVT.2021.3135910
null
eess.SP cs.PF
http://creativecommons.org/licenses/by/4.0/
Massive multiple-input multiple-output (MIMO) radar, enabled by millimeter-wave virtual MIMO techniques, provides great promises to the high-resolution automotive sensing and target detection in unmanned ground/aerial vehicles (UGA/UAV). As a long-established problem, however, existing subspace methods suffer from either high complexity or low accuracy. In this work, we propose two efficient methods, to accomplish fast subspace computation and accurate angle of arrival (AoA) acquisition. By leveraging randomized low-rank approximation, our fast multiple signal classification (MUSIC) methods, relying on random sampling and projection techniques, substantially accelerate the subspace estimation by orders of magnitude. Moreover, we establish the theoretical bounds of our proposed methods, which ensure the accuracy of the approximated pseudo-spectrum. As demonstrated, the pseudo-spectrum acquired by our fast-MUSIC would be highly precise; and the estimated AoA is almost as accurate as standard MUSIC. In contrast, our new methods are tremendously faster than standard MUSIC. Thus, our fast-MUSIC enables the high-resolution real-time environmental sensing with massive MIMO radars, which has great potential in the emerging unmanned systems.
[{'version': 'v1', 'created': 'Mon, 18 Nov 2019 05:27:46 GMT'} {'version': 'v2', 'created': 'Mon, 20 Jul 2020 08:31:41 GMT'} {'version': 'v3', 'created': 'Tue, 21 Dec 2021 02:19:26 GMT'}]
2021-12-22
[array(['Li', 'Bin', ''], dtype=object) array(['Wang', 'Shuseng', ''], dtype=object) array(['Zhang', 'Jun', ''], dtype=object) array(['Cao', 'Xainbin', ''], dtype=object) array(['Zhao', 'Chenglin', ''], dtype=object)]
5,174
1111.7063
Prakash Mathews
M. C. Kumar, Prakash Mathews, V. Ravindran, Satyajit Seth
Neutral triple electroweak gauge boson production in the large extra-dimension model at the LHC
13 pages, 9 figures, version to appear in PRD
null
10.1103/PhysRevD.85.094507
DESY 11-229
hep-ph hep-ex
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We study the prospects of probing large extra dimension model at the LHC through neutral triple gauge boson production processes. In theories with extra dimensions these processes result from the exchange of a tower of massive graviton modes between the SM particles. We consider \gamma\gamma\gamma, \gamma \gamma Z, \gamma Z Z and ZZZ production processes, and present our results for various kinematic distributions at the LHC for \sqrt{S}=14 TeV.
[{'version': 'v1', 'created': 'Wed, 30 Nov 2011 06:51:19 GMT'} {'version': 'v2', 'created': 'Thu, 17 May 2012 12:25:12 GMT'}]
2015-06-03
[array(['Kumar', 'M. C.', ''], dtype=object) array(['Mathews', 'Prakash', ''], dtype=object) array(['Ravindran', 'V.', ''], dtype=object) array(['Seth', 'Satyajit', ''], dtype=object)]
5,175
hep-ph/0204010
Fritz W. Bopp
Fritz W. Bopp and Johannes Ranft
Charged Particle Fluctuation in Heavy Ion Collisions
Talk given by Bopp at the Cracow Epiphany Conference On Quarks And Gluons In Extreme Conditions, 3 - 6 January 2002, Cracow, Poland
Acta Phys.Polon. B33 (2002) 1505-1520
null
SI-02-2
hep-ph
null
Comparing quantities to analyze charged fluctuations in heavy ion experiments the dispersion of the charges in a central rapidity box was found to be best suited. Various energies and different nuclear sizes are considered in an explicit Dual-Parton-Model calculation using the DPMJET code and a randomized modification to simulated charge equilibrium. For large enough detection regions charged particle fluctuations can provide a signal of the basic dynamics of heavy ion processes.
[{'version': 'v1', 'created': 'Mon, 1 Apr 2002 12:53:28 GMT'}]
2007-05-23
[array(['Bopp', 'Fritz W.', ''], dtype=object) array(['Ranft', 'Johannes', ''], dtype=object)]
5,176
2208.07121
Zishen Wang
Zishen Wang, Chuan Chen, Jinchao Mo, Jun Zhou, Kian Ping Loh, Yuan Ping Feng
Decisive role of electron-phonon coupling for phonon and electron instabilities in transition metal dichalcogenides
null
null
null
null
cond-mat.mtrl-sci
http://creativecommons.org/licenses/by/4.0/
The origin of the charge density wave (CDW) in transition metal dichalcognides has been in hot debate and no conclusive agreement has been reached. Here, we propose an ab-initio framework for an accurate description of both Fermi surface nesting and electron-phonon coupling (EPC) and systematically investigate their roles in the formation of CDW. Using monolayer 1H-NbSe$_2$ and 1T-VTe$_2$ as representative examples, we show that it is the momentum-dependent EPC softens the phonon frequencies, which become imaginary (phonon instabilities) at CDW vectors (indicating CDW formation). Besides, the distribution of the CDW gap opening (electron instabilities) can be correctly predicted only if EPC is included in the mean-field model. These results emphasize the decisive role of EPC in the CDW formation. Our analytical process is general and can be applied to other CDW systems.
[{'version': 'v1', 'created': 'Mon, 15 Aug 2022 11:24:23 GMT'}]
2022-08-16
[array(['Wang', 'Zishen', ''], dtype=object) array(['Chen', 'Chuan', ''], dtype=object) array(['Mo', 'Jinchao', ''], dtype=object) array(['Zhou', 'Jun', ''], dtype=object) array(['Loh', 'Kian Ping', ''], dtype=object) array(['Feng', 'Yuan Ping', ''], dtype=object)]
5,177
2010.11490
Christophe Cerisara
Christophe Cerisara (SYNALP), Pavel Kral, Ladislav Lenc
On the Effects of Using word2vec Representations in Neural Networks for Dialogue Act Recognition
null
Computer Speech and Language, Elsevier, 2018, 47, pp.175 - 193
10.1016/j.csl.2017.07.009
null
cs.CL
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Dialogue act recognition is an important component of a large number of natural language processing pipelines. Many research works have been carried out in this area, but relatively few investigate deep neural networks and word embeddings. This is surprising, given that both of these techniques have proven exceptionally good in most other language-related domains. We propose in this work a new deep neural network that explores recurrent models to capture word sequences within sentences, and further study the impact of pretrained word embeddings. We validate this model on three languages: English, French and Czech. The performance of the proposed approach is consistent across these languages and it is comparable to the state-of-the-art results in English. More importantly, we confirm that deep neural networks indeed outperform a Maximum Entropy classifier, which was expected. However , and this is more surprising, we also found that standard word2vec em-beddings do not seem to bring valuable information for this task and the proposed model, whatever the size of the training corpus is. We thus further analyse the resulting embeddings and conclude that a possible explanation may be related to the mismatch between the type of lexical-semantic information captured by the word2vec embeddings, and the kind of relations between words that is the most useful for the dialogue act recognition task.
[{'version': 'v1', 'created': 'Thu, 22 Oct 2020 07:21:17 GMT'}]
2020-10-23
[array(['Cerisara', 'Christophe', '', 'SYNALP'], dtype=object) array(['Kral', 'Pavel', ''], dtype=object) array(['Lenc', 'Ladislav', ''], dtype=object)]
5,178
1309.2523
Oleg Pavlovich Ledenyov
R. A. Anokhin, V. N. Voyevodin, S. N. Dubnyuk, A. M. Egorov, B. V. Zaitsev, A. F. Kobets, O. P. Ledenyov, K. V. Pavliy, V. V. Ruzhitsky, G. D. Tolstolutskaya
Experimental measurement methods and data on irradiation of functional design materials by helium ions in linear accelerator
9 pages, 13 figures, 3 tables http://vant.kipt.kharkov.ua/ARTICLE/VANT_2012_5/article_2012_5_123.pdf
Problems of Atomic Science and Technology, no. 5(81), pp. 123-130, ISSN 1562-6016, 2012
null
null
cond-mat.mtrl-sci nucl-ex physics.acc-ph physics.ins-det
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The experimental research on the irradiation of the functional design materials by the Helium ions in the linear accelerator is conducted. The experimental measurements techniques and data on the irradiation of the functional design materials by the Helium ions with the energy up to 4 MeV, including the detailed scheme of experimental measurements setup, are presented. The new design of accelerating structure of the IH-type such as POS-4, using the method of alternate-phase focusing with the step-by-step change of the synchronous phase along the focusing periods in a linear accelerator, is developed with the aim to irradiate the functional design materials by the Helium ions. The new design of the injector of the charged Helium ions with the energy of 120 KeV at the output of an accelerating tube and the accelerating structure of the type of POS-4 for the one time charged Helium ions acceleration in the linear accelerator are researched and developed. The special chamber for the irradiation of functional design materials by the Helium ions is also created. In the process of experiment, the temperature of a sample, the magnitude of current of Helium ions beam and the irradiation dose of sample are measured precisely. The experimental measurement setup and techniques are fully tested and optimized in the course of the research on the electro-physical properties of irradiated samples and the thermal-desorption of Helium ions in a wide range of temperatures
[{'version': 'v1', 'created': 'Tue, 3 Sep 2013 12:18:54 GMT'}]
2013-09-11
[array(['Anokhin', 'R. A.', ''], dtype=object) array(['Voyevodin', 'V. N.', ''], dtype=object) array(['Dubnyuk', 'S. N.', ''], dtype=object) array(['Egorov', 'A. M.', ''], dtype=object) array(['Zaitsev', 'B. V.', ''], dtype=object) array(['Kobets', 'A. F.', ''], dtype=object) array(['Ledenyov', 'O. P.', ''], dtype=object) array(['Pavliy', 'K. V.', ''], dtype=object) array(['Ruzhitsky', 'V. V.', ''], dtype=object) array(['Tolstolutskaya', 'G. D.', ''], dtype=object)]
5,179
gr-qc/0208015
Raul Vera
Raul Vera
Symmetry-preserving matchings
LaTeX, 19 pages
Class.Quant.Grav. 19 (2002) 5249-5264
10.1088/0264-9381/19/20/316
null
gr-qc
null
In the literature, the matchings between spacetimes have been most of the times implicitly assumed to preserve some of the symmetries of the problem involved. But no definition for this kind of matching was given until recently. Loosely speaking, the matching hypersurface is restricted to be tangent to the orbits of a desired local group of symmetries admitted at both sides of the matching and thus admitted by the whole matched spacetime. This general definition is shown to lead to conditions on the properties of the preserved groups. First, the algebraic type of the preserved group must be kept at both sides of the matching hypersurface. Secondly, the orthogonal transivity of two-dimensional conformal (in particular isometry) groups is shown to be preserved (in a way made precise below) on the matching hypersurface. This result has in particular direct implications on the studies of axially symmetric isolated bodies in equilibrium in General Relativity, by making up the first condition that determines the suitability of convective interiors to be matched to vacuum exteriors. The definition and most of the results presented in this paper do not depend on the dimension of the manifolds involved nor the signature of the metric, and their applicability to other situations and other higher dimensional theories is manifest.
[{'version': 'v1', 'created': 'Tue, 6 Aug 2002 15:14:33 GMT'}]
2009-11-07
[array(['Vera', 'Raul', ''], dtype=object)]
5,180
1601.00703
Thinh Kieu
Emine Celik, Luan Hoang, and Thinh Kieu
Doubly nonlinear parabolic equations for a general class of Forchheimer gas flows in porous media
null
null
null
null
math.AP
http://creativecommons.org/licenses/by-nc-sa/4.0/
This paper is focused on the generalized Forchheimer flows of compressible fluids in porous media. The gravity effect and other general nonlinear forms of the source terms and boundary fluxes are integrated into the model. It covers isentropic gas flows, ideal gases and slightly compressible fluids. We derive a doubly nonlinear parabolic equation for the so-called pseudo-pressure, and study the corresponding initial boundary value problem. The maximum estimates of the solution are established by using suitable trace theorem and adapting appropriately the Moser's iteration. The gradient estimates are obtained under a theoretical condition which, indeed, is relevant to the fluid flows in applications.
[{'version': 'v1', 'created': 'Mon, 4 Jan 2016 23:44:00 GMT'}]
2016-01-06
[array(['Celik', 'Emine', ''], dtype=object) array(['Hoang', 'Luan', ''], dtype=object) array(['Kieu', 'Thinh', ''], dtype=object)]
5,181
2009.12553
Michael Gusakov
Elena M. Kantor, Mikhail E. Gusakov, Vasiliy A. Dommes
Constraining neutron superfluidity with $r$-mode physics
6 pages, 4 figures, accepted for publication in Phys. Rev. Lett
null
10.1103/PhysRevLett.125.151101
null
astro-ph.HE gr-qc nucl-th
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We constrain the parameters of neutron superfluidity in the cores of neutron stars making use of the recently proposed effect of resonance stabilization of $r$-modes. To this end, we, for the first time, calculate the finite-temperature $r$-mode spectra for realistic models of rotating superfluid neutron stars, accounting for both muons and neutron-proton entrainment in their interiors. We find that the ordinary (normal) $r$-mode exhibits avoided crossings with superfluid $r$-modes at certain stellar temperatures and spin frequencies. Near the avoided crossings, the normal $r$-mode dissipates strongly, which leads to substantial suppression of the $r$-mode instability there. The extreme sensitivity of the positions of avoided crossings to the neutron superfluidity model allows us to constrain the latter by confronting the calculated spectra with observations of rapidly rotating neutron stars in low-mass X-ray binaries.
[{'version': 'v1', 'created': 'Sat, 26 Sep 2020 09:46:22 GMT'}]
2020-10-21
[array(['Kantor', 'Elena M.', ''], dtype=object) array(['Gusakov', 'Mikhail E.', ''], dtype=object) array(['Dommes', 'Vasiliy A.', ''], dtype=object)]
5,182
1409.6553
Mojtaba Mohammadi Najafabadi
Sara Khatibi and Mojtaba Mohammadi Najafabadi
Exploring the Anomalous Higgs-top Couplings
15 pages, 8 figures
Phys. Rev. D 90,074014 (2014)
10.1103/PhysRevD.90.074014
null
hep-ph
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Top quark with its large Yukawa coupling is crucially important to explore TeV scale physics. Therefore, the study of Higgs-top sector is highly motivated to look for any deviations from the standard model predictions. The most general lowest order Lagrangian for the Higgs-top Yukawa coupling has scalar ($\kappa$) and pseudoscalar ($\tilde{\kappa}$) components. Currently, these couplings are constrained indirectly using the present experimental limits on the Higgs-$\gamma$-$\gamma$ and Higgs-gluon-gluon couplings. Furthermore, stronger bounds on $\kappa$ and $\tilde{\kappa}$ are obtained using the limits on the electric dipole moments (EDM). In this work, we propose an asymmetry-like observable $O_{\phi}$ in $t\bar{t}H$ production at the LHC to probe the Higgs-top coupling and to distinguish between the scalar and pseudoscalar components. We also show that the presence of the pseudoscalar component in the Higgs-top Yukawa coupling leads to a sizeable value for the top quark EDM. It is shown that a limit of $10^{-19}$ e.cm, which is achievable by the future $e^{-}e^{+}$ collider, allows us to exclude a significant region in the $(\kappa,\tilde{\kappa})$ plane.
[{'version': 'v1', 'created': 'Tue, 23 Sep 2014 14:22:07 GMT'} {'version': 'v2', 'created': 'Tue, 14 Oct 2014 08:13:17 GMT'}]
2014-10-15
[array(['Khatibi', 'Sara', ''], dtype=object) array(['Najafabadi', 'Mojtaba Mohammadi', ''], dtype=object)]
5,183
2303.07026
Cihan Acar
Cihan Acar, Kuluhan Binici, Alp Tekirda\u{g} and Wu Yan
Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks
Under review
null
null
null
cs.RO cs.AI
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The use of multi-camera views simultaneously has been shown to improve the generalization capabilities and performance of visual policies. However, the hardware cost and design constraints in real-world scenarios can potentially make it challenging to use multiple cameras. In this study, we present a novel approach to enhance the generalization performance of vision-based Reinforcement Learning (RL) algorithms for robotic manipulation tasks. Our proposed method involves utilizing a technique known as knowledge distillation, in which a pre-trained ``teacher'' policy trained with multiple camera viewpoints guides a ``student'' policy in learning from a single camera viewpoint. To enhance the student policy's robustness against camera location perturbations, it is trained using data augmentation and extreme viewpoint changes. As a result, the student policy learns robust visual features that allow it to locate the object of interest accurately and consistently, regardless of the camera viewpoint. The efficacy and efficiency of the proposed method were evaluated both in simulation and real-world environments. The results demonstrate that the single-view visual student policy can successfully learn to grasp and lift a challenging object, which was not possible with a single-view policy alone. Furthermore, the student policy demonstrates zero-shot transfer capability, where it can successfully grasp and lift objects in real-world scenarios for unseen visual configurations.
[{'version': 'v1', 'created': 'Mon, 13 Mar 2023 11:42:38 GMT'}]
2023-03-14
[array(['Acar', 'Cihan', ''], dtype=object) array(['Binici', 'Kuluhan', ''], dtype=object) array(['Tekirdağ', 'Alp', ''], dtype=object) array(['Yan', 'Wu', ''], dtype=object)]
5,184
1801.09818
Andrei Okounkov
Andrei Okounkov
On the crossroads of enumerative geometry and geometric representation theory
This is my contribution to the proceedings of ICM 2018
null
null
null
math.RT math-ph math.AG math.MP
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The subjects in the title are interwoven in many different and very deep ways. I recently wrote several expository accounts [64-66] that reflect a certain range of developments, but even in their totality they cannot be taken as a comprehensive survey. In the format of a 30-page contribution aimed at a general mathematical audience, I have decided to illustrate some of the basic ideas in one very interesting example - that of HilbpC2, nq, hoping to spark the curiosity of colleagues in those numerous fields of study where one should expect applications.
[{'version': 'v1', 'created': 'Tue, 30 Jan 2018 01:36:51 GMT'}]
2018-02-02
[array(['Okounkov', 'Andrei', ''], dtype=object)]
5,185
0704.0195
Dmitri Nikshych
Vladimir Drinfeld, Shlomo Gelaki, Dmitri Nikshych, Victor Ostrik
Group-theoretical properties of nilpotent modular categories
23 pages, LaTeX, typos corrected
null
null
null
math.QA math.RT
null
We characterize a natural class of modular categories of prime power Frobenius-Perron dimension as representation categories of twisted doubles of finite p-groups. We also show that a nilpotent braided fusion category C admits an analogue of the Sylow decomposition. If the simple objects of C have integral Frobenius-Perron dimensions then C is group-theoretical. As a consequence, we obtain that semisimple quasi-Hopf algebras of prime power dimension are group-theoretical. Our arguments are based on a reconstruction of twisted group doubles from Lagrangian subcategories of modular categories (this is reminiscent to the characterization of doubles of quasi-Lie bialgebras in terms of Manin pairs).
[{'version': 'v1', 'created': 'Mon, 2 Apr 2007 13:55:16 GMT'} {'version': 'v2', 'created': 'Mon, 2 Apr 2007 20:34:03 GMT'}]
2007-05-23
[array(['Drinfeld', 'Vladimir', ''], dtype=object) array(['Gelaki', 'Shlomo', ''], dtype=object) array(['Nikshych', 'Dmitri', ''], dtype=object) array(['Ostrik', 'Victor', ''], dtype=object)]
5,186
nucl-th/0403044
Ulrich Heinz
Ulrich Heinz and Peter F Kolb
Rapidity dependent momentum anisotropy at RHIC
5 pages, 4 figures. Talk presented at Quark Matter 2004 (Oakland, Jan. 11-17, 2004). Proceedings to appear in a special volume of Journal of Physics G: Nuclear and Particle Physics
J.Phys.G30:S1229-S1234,2004
10.1088/0954-3899/30/8/096
TUM-T39-04-04
nucl-th
null
In Au+Au collisions at RHIC, elliptic flow was found to rapidly decrease as a function of rapidity. We argue that the origin of this phenomenon is incomplete thermalization of the initial fireball outside the midrapidity region and show that it can be quantitatively related to the analogous effect at midrapidity in peripheral collisions and in collisions at lower beam energies.
[{'version': 'v1', 'created': 'Mon, 15 Mar 2004 18:55:12 GMT'}]
2009-10-09
[array(['Heinz', 'Ulrich', ''], dtype=object) array(['Kolb', 'Peter F', ''], dtype=object)]
5,187
2011.07284
Raditya Bayu Rahadian
Rusman, Sunarti, Raditya Bayu Rahadian
Application of the "Among" Leadership Model to Improve Teacher Work Discipline
6 pages
International Journal of Innovative Science and Research Technology, Volume 5, Issue 10, 2020
10.38124/IJISRT20OCT493
null
physics.ed-ph
http://creativecommons.org/licenses/by-nc-sa/4.0/
This study aims to improve teacher work discipline related to their duties as classroom teachers. This research is a school action research conducted for four months starting in October 2018 to January 2019 at SDN 11 Simpang Rimba, South Bangka, Indonesia in the 2018/2019 academic year. The data collection instrument used observation sheets and documentation. Data analysis used quantitative data analysis techniques with descriptive statistics. The results of this study indicate that the application of the "Among" leadership model can improve teacher work discipline in the aspects of arriving on time, work hours fulfillment, and prepare lesson plans.
[{'version': 'v1', 'created': 'Sat, 14 Nov 2020 12:18:56 GMT'}]
2020-11-17
[array(['Rusman', '', ''], dtype=object) array(['Sunarti', '', ''], dtype=object) array(['Rahadian', 'Raditya Bayu', ''], dtype=object)]
5,188
2111.09367
George Pappas Dr
Konstantinos Kostaros and George Pappas
Chaotic photon orbits and shadows of a non-Kerr object described by the Hartle-Thorne spacetime
A little restructuring of the paper. Results unchanged and extended to 3rd order Hartle-Thorne. 38 pages, 21 figures, some references fixed, reduced figure sizes, notebooks with calculations available on github
Class. Quantum Grav. 39 134001 (2022)
10.1088/1361-6382/ac7028
null
gr-qc astro-ph.HE
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The data from the event horizon telescope have provided a novel view of the vicinity of the horizon of a black hole (BH), by imaging the region around the light-ring. They have also raised hopes for measuring in the near future, features of the image (or the shadow) related to higher order effects of photons traveling in these regions, such as the appearance of higher order bright rings. While the prospect of measuring these fine features of Kerr BHs is very interesting in itself, there are some even more intriguing prospects for observing novel features of possible non-Kerr objects, in the case that the subjects of our images are not the BH solutions of GR. In the hope of sufficient resolution being available in the future, we explore in this work the structure and properties of null geodesics around a Hartle-Thorne spacetime that includes a deformation from the Kerr spacetime characterised by the quadrupole deformation $\delta q$. These spacetimes have been found to exhibit a bifurcation of the equatorial light-ring to two off-equatorial light-rings in a range of $\delta q$s and spin parameters. In addition to this, there is a range of parameters where both the equatorial and the off-equatorial light-rings are present. This results in the formation of a pocket that can trap photons. We investigate the properties of these trapped orbits and find that chaotic behaviour emerges. Some of these chaotic orbits are additionally found to be "sticky" and get trapped close to periodic orbits for long times. We also explore how these novel features affect the shadow and find that the off-equatorial light-rings produce distinctive features that deform its circular shape, while the chaotic behaviour associated to the pocket creates features with fractal structure. These results are shown to be quite general, extending to higher order Hartle-Thorne spacetimes.
[{'version': 'v1', 'created': 'Wed, 17 Nov 2021 19:59:58 GMT'} {'version': 'v2', 'created': 'Thu, 25 Nov 2021 17:03:56 GMT'} {'version': 'v3', 'created': 'Fri, 29 Apr 2022 13:37:44 GMT'}]
2022-06-07
[array(['Kostaros', 'Konstantinos', ''], dtype=object) array(['Pappas', 'George', ''], dtype=object)]
5,189
2009.04899
Jingyuan Xia
Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad Jaimoukha and Deniz Gunduz
Meta-learning based Alternating Minimization Algorithm for Non-convex Optimization
null
null
null
null
cs.LG math.OC stat.ML
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
In this paper, we propose a novel solution for non-convex problems of multiple variables, especially for those typically solved by an alternating minimization (AM) strategy that splits the original optimization problem into a set of sub-problems corresponding to each variable, and then iteratively optimize each sub-problem using a fixed updating rule. However, due to the intrinsic non-convexity of the original optimization problem, the optimization can usually be trapped into spurious local minimum even when each sub-problem can be optimally solved at each iteration. Meanwhile, learning-based approaches, such as deep unfolding algorithms, are highly limited by the lack of labelled data and restricted explainability. To tackle these issues, we propose a meta-learning based alternating minimization (MLAM) method, which aims to minimize a partial of the global losses over iterations instead of carrying minimization on each sub-problem, and it tends to learn an adaptive strategy to replace the handcrafted counterpart resulting in advance on superior performance. Meanwhile, the proposed MLAM still maintains the original algorithmic principle, which contributes to a better interpretability. We evaluate the proposed method on two representative problems, namely, bi-linear inverse problem: matrix completion, and non-linear problem: Gaussian mixture models. The experimental results validate that our proposed approach outperforms AM-based methods in standard settings, and is able to achieve effective optimization in challenging cases while other comparing methods would typically fail.
[{'version': 'v1', 'created': 'Wed, 9 Sep 2020 10:45:00 GMT'} {'version': 'v2', 'created': 'Thu, 15 Oct 2020 11:55:47 GMT'} {'version': 'v3', 'created': 'Thu, 24 Jun 2021 16:37:35 GMT'} {'version': 'v4', 'created': 'Fri, 25 Jun 2021 02:54:45 GMT'} {'version': 'v5', 'created': 'Mon, 27 Sep 2021 05:18:51 GMT'} {'version': 'v6', 'created': 'Wed, 23 Feb 2022 01:17:30 GMT'} {'version': 'v7', 'created': 'Sun, 26 Jun 2022 13:30:39 GMT'}]
2022-06-28
[array(['Xia', 'Jingyuan', ''], dtype=object) array(['Li', 'Shengxi', ''], dtype=object) array(['Huang', 'Jun-Jie', ''], dtype=object) array(['Jaimoukha', 'Imad', ''], dtype=object) array(['Gunduz', 'Deniz', ''], dtype=object)]
5,190
0805.0383
Florentin Smarandache
Florentin Smarandache
Alternatives to Pearson's and Spearman's Correlation Coefficients
9 pages, 8 tables, one scatter plot
Bulletin of Statistics & Economics, Vol. 3, No. S09, 47-53, Spring 2009
null
null
math.GM
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
This article presents several alternatives to Pearson's correlation coefficient and many examples. In the samples where the rank in a discrete variable counts more than the variable values, the mixtures that we propose of Pearson's and Spearman's correlation coefficients give better results.
[{'version': 'v1', 'created': 'Sat, 3 May 2008 20:43:30 GMT'}]
2008-09-18
[array(['Smarandache', 'Florentin', ''], dtype=object)]
5,191
1002.3751
Alfons Van Daele
L. Delvaux, A. Van Daele
Algebraic quantum groups II. Constructions and examples
null
null
null
null
math.RA math.QA
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Let G be a group and let A be the algebra of complex functions on G with finite support. The product in G gives rise to a coproduct on A making it a multiplier Hopf algebra. In fact, because there exist integrals, we get an algebraic quantum group. Now let H be a finite subgroup of G and consider the subalgebra of functions in A that are constant on double cosets of H. The coproduct in general will not leave this algebra invariant but we can modify it so that it will leave the subalgebra invariant (in the sense that the image is in the multiplier algebra of the tensor product of this subalgebra with itself). However, the modified coproduct on the subalgebra will no longer be an algebra map. So, in general we do not have an algebraic quantum group but a so-called algebraic quantum hypergroup. Group-like projections in a *-algebraic quantum group A give rise, in a natural way, to *-algebraic quantum hypergroups, very much like subgroups do as above for a *-algebraic quantum group associated to a group. In this paper we push this result further. On the one hand, we no longer assume the *-structure while on the other hand, we allow the group-like projection to belong to the multiplier algebra M(A) of A and not only to A itself. Doing so, we not only get some well-known earlier examples of algebraic quantum hypergroups but also some interesting new ones.
[{'version': 'v1', 'created': 'Fri, 19 Feb 2010 14:27:38 GMT'}]
2010-02-22
[array(['Delvaux', 'L.', ''], dtype=object) array(['Van Daele', 'A.', ''], dtype=object)]
5,192
1712.06843
Saahil Ognawala
Saahil Ognawala, Ana Petrovska, Kristian Beckers
An Exploratory Survey of Hybrid Testing Techniques Involving Symbolic Execution and Fuzzing
Author's preprint
null
null
null
cs.SE
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Recent efforts in practical symbolic execution have successfully mitigated the path-explosion problem to some extent with search-based heuristics and compositional approaches. Similarly, due to an increase in the performance of cheap multi-core commodity computers, fuzzing as a viable method of random mutation-based testing has also seen promise. However, the possibility of combining symbolic execution and fuzzing, thereby providing an opportunity to mitigate drawbacks in each other, has not been sufficiently explored. Fuzzing could, for example, expedite path-exploration in symbolic execution, and symbolic execution could make seed input generation in fuzzing more efficient. There have only been, in our view, very few hybrid solution proposals with symbolic execution and fuzzing at their centre. By analyzing 77 relevant and systematically selected papers, we (1) present an overview of hybrid solution proposals of symbolic execution and fuzzing, (2) perform a gap analysis in research of hybrid techniques to improve both, plain symbolic execution and fuzzing, (3) propose new ideas for hybrid test-case generation techniques.
[{'version': 'v1', 'created': 'Tue, 19 Dec 2017 09:50:10 GMT'}]
2017-12-20
[array(['Ognawala', 'Saahil', ''], dtype=object) array(['Petrovska', 'Ana', ''], dtype=object) array(['Beckers', 'Kristian', ''], dtype=object)]
5,193
1609.00825
Aron Walsh
Lucy D. Whalley, Jonathan M. Skelton, Jarvist M. Frost, Aron Walsh
Phonon anharmonicity, lifetimes and thermal transport in CH$_3$NH$_3$PbI$_3$ from many-body perturbation theory
null
Physical Review B 94, 220301(R) (2016)
10.1103/PhysRevB.94.220301
null
cond-mat.mtrl-sci
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Lattice vibrations in CH$_3$NH$_3$PbI$_3$ are strongly interacting, with double well instabilities present at the Brillouin zone boundary. Analysis within a first-principles lattice dynamics framework reveals anharmonic potentials with short phonon quasi-particle lifetimes and mean-free paths. The phonon behaviour is distinct from the inorganic semiconductors GaAs and CdTe where three-phonon interaction strengths are three orders of magnitude smaller. The implications for the applications of hybrid halide perovskites arising from thermal conductivity, band-gap deformation, and charge-carrier scattering through electron-phonon coupling, are presented.
[{'version': 'v1', 'created': 'Sat, 3 Sep 2016 13:03:48 GMT'} {'version': 'v2', 'created': 'Wed, 12 Oct 2016 15:11:02 GMT'}]
2016-12-09
[array(['Whalley', 'Lucy D.', ''], dtype=object) array(['Skelton', 'Jonathan M.', ''], dtype=object) array(['Frost', 'Jarvist M.', ''], dtype=object) array(['Walsh', 'Aron', ''], dtype=object)]
5,194
1909.12795
Hongki Lee
Hongki Lee (Korea Advanced Institute of Science and Technology, South Korea), Changhee Park (Samsung Electronics, South Korea), Sukyoung Ryu (Korea Advanced Institute of Science and Technology, South Korea)
Automatically Tracing Imprecision Causes in JavaScript Static Analysis
null
The Art, Science, and Engineering of Programming, 2020, Vol. 4, Issue 2, Article 2
10.22152/programming-journal.org/2020/4/2
null
cs.PL
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Researchers have developed various techniques for static analysis of JavaScript to improve analysis precision. To develop such techniques, they first identify causes of the precision losses for unproven properties. While most of the existing work has diagnosed main causes of imprecision in static analysis by manual investigation, manually tracing the imprecision causes is challenging because it requires detailed knowledge of analyzer internals. Recently, several studies proposed to localize the analysis imprecision causes automatically, but these localization techniques work for only specific analysis techniques. In this paper, we present an automatic technique that can trace analysis imprecision causes of JavaScript applications starting from user-selected variables. Given a set of program variables, our technique stops an analysis when any of the variables gets imprecise analysis values. It then traces the imprecise analysis values using intermediate analysis results back to program points where the imprecision first started. Our technique shows the trace information with a new representation called tracing graphs, whose nodes and edges together represent traces from imprecise points to precise points. In order to detect major causes of analysis imprecision automatically, we present four node/edge patterns in tracing graphs for common imprecision causes. We formalized the technique of generating tracing graphs and identifying patterns, and implemented them on SAFE, a state-of-the-art JavaScript static analyzer with various analysis configurations, such as context-sensitivity, loop-sensitivity, and heap cloning. Our evaluation demonstrates that the technique can easily find 96 % of the major causes of the imprecision problems in 17 applications by only automatic detection in tracing graphs using the patterns, and selectively adopting various advanced techniques can eliminate the found causes of imprecision.
[{'version': 'v1', 'created': 'Fri, 27 Sep 2019 17:01:52 GMT'}]
2019-09-30
[array(['Lee', 'Hongki', '', 'Korea Advanced Institute of Science and Technology, South\n Korea'], dtype=object) array(['Park', 'Changhee', '', 'Samsung Electronics, South Korea'], dtype=object) array(['Ryu', 'Sukyoung', '', 'Korea\n Advanced Institute of Science and Technology, South Korea'], dtype=object) ]
5,195
1603.05930
Dawei Du
Dawei Du and Honggang Qi and Longyin Wen and Qi Tian and Qingming Huang and Siwei Lyu
Geometric Hypergraph Learning for Visual Tracking
null
null
null
null
cs.CV
http://creativecommons.org/licenses/by-nc-sa/4.0/
Graph based representation is widely used in visual tracking field by finding correct correspondences between target parts in consecutive frames. However, most graph based trackers consider pairwise geometric relations between local parts. They do not make full use of the target's intrinsic structure, thereby making the representation easily disturbed by errors in pairwise affinities when large deformation and occlusion occur. In this paper, we propose a geometric hypergraph learning based tracking method, which fully exploits high-order geometric relations among multiple correspondences of parts in consecutive frames. Then visual tracking is formulated as the mode-seeking problem on the hypergraph in which vertices represent correspondence hypotheses and hyperedges describe high-order geometric relations. Besides, a confidence-aware sampling method is developed to select representative vertices and hyperedges to construct the geometric hypergraph for more robustness and scalability. The experiments are carried out on two challenging datasets (VOT2014 and Deform-SOT) to demonstrate that the proposed method performs favorable against other existing trackers.
[{'version': 'v1', 'created': 'Fri, 18 Mar 2016 17:32:30 GMT'}]
2018-03-28
[array(['Du', 'Dawei', ''], dtype=object) array(['Qi', 'Honggang', ''], dtype=object) array(['Wen', 'Longyin', ''], dtype=object) array(['Tian', 'Qi', ''], dtype=object) array(['Huang', 'Qingming', ''], dtype=object) array(['Lyu', 'Siwei', ''], dtype=object)]
5,196
1112.1099
Alexandr Kazda
Alexandr Kazda
CSP for binary conservative relational structures
9 pages, 3 figures
Algebra universalis, 75(1):75-84, 2016
10.1007/s00012-015-0358-8
null
math.CO
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
We prove that whenever A is a 3-conservative relational structure with only binary and unary relations then the algebra of polymorphisms of A either has no Taylor operation (i.e. CSP(A) is NP-complete), or generates a congruence meet semidistributive variety (i.e. CSP(A) has bounded width).
[{'version': 'v1', 'created': 'Mon, 5 Dec 2011 21:32:40 GMT'} {'version': 'v2', 'created': 'Sun, 6 Oct 2013 14:15:16 GMT'}]
2016-02-11
[array(['Kazda', 'Alexandr', ''], dtype=object)]
5,197
1002.2423
Rdv Ijcsis
Jatinder Singh, Savita Gupta, Lakhwinder Kaur
A MAC Layer Based Defense Architecture for Reduction of Quality (RoQ) Attacks in Wireless LAN
IEEE format, International Journal of Computer Science and Information Security, IJCSIS January 2010, ISSN 1947 5500, http://sites.google.com/site/ijcsis/
International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 284-291, January 2010, USA
null
Journal of Computer Science, ISSN 1947 5500
cs.CR cs.NI
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Recently an alternative of DDoS attacks called shrew attacks or Reduction of Quality (RoQ) has been identified which is very much difficult to detect. The RoQ attacks can use source and destination IP address spoofing, and they do not have distinct periodicity, and may not filter the attack packets precisely. In this paper, we propose to design the MAC layer based defense architecture for RoQ attacks in Wireless LAN which includes the detection and response stages. The attackers are detected by checking the RTS CTS packets from the MAC layer and the corresponding attack flows are blocked or rejected. By our simulation results, we show that our proposed technique achieves reduces the attack throughput there by increasing the received bandwidth and reducing the packet loss of legitimate users.
[{'version': 'v1', 'created': 'Thu, 11 Feb 2010 20:38:04 GMT'}]
2010-02-12
[array(['Singh', 'Jatinder', ''], dtype=object) array(['Gupta', 'Savita', ''], dtype=object) array(['Kaur', 'Lakhwinder', ''], dtype=object)]
5,198
math/0412050
Andreas Balser
Andreas Balser
Polygons with prescribed Gauss map in Hadamard spaces and Euclidean buildings
15 pages, 3 figures
null
null
null
math.MG
null
We show that given a stable weighted configuration on the asymptotic boundary of a locally compact Hadamard space, there is a polygon with Gauss map prescribed by the given weighted configuration if the configuration is stable. Moreover, the same result holds for semistable configurations on arbitrary Euclidean buildings. We also examine how rays project to closed convex subsets of Hadamard spaces.
[{'version': 'v1', 'created': 'Thu, 2 Dec 2004 13:52:40 GMT'}]
2007-05-23
[array(['Balser', 'Andreas', ''], dtype=object)]
5,199
2104.14315
Zhenlv Lv
Zhenlv Lv, Juan Liu, Liangfa Xu
A multi-plane augmented reality head-up display system based on volume holographic optical elements with large area
11 pages, 9 figures
null
null
null
cs.HC physics.optics
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
The traditional head-up display (HUD) system has the disadvantages of a small area and a single display plane, here we propose and design an augmented reality (AR) HUD system with multi-plane, large area, high diffraction efficiency and a single picture generation unit (PGU) based on holographic optical elements (HOEs). Since volume HOEs have excellent angle selectivity and wavelength selectivity, HOEs of different wavelengths can be designed to display images in different planes. Experimental and simulated results verify the feasibility of this method. Experimental results show that the diffraction efficiencies of the red, green and blue HOEs are 75.2%, 73.1% and 67.5%. And the size of HOEs is 20cm*15cm. Moreover, the three HOEs of red, green and blue display images at different depths of 150cm, 500cm and 1000cm, respectively. In addition, the field of view (FOV) and eye-box (EB) of the system are 12{\deg}*10{\deg} and 9.5cm*11.2cm. Furthermore, the light transmittance of the system has reached 60%. It is believed that this technique can be applied to the augmented reality navigation display of vehicles and aviation.
[{'version': 'v1', 'created': 'Mon, 12 Apr 2021 12:24:25 GMT'}]
2021-04-30
[array(['Lv', 'Zhenlv', ''], dtype=object) array(['Liu', 'Juan', ''], dtype=object) array(['Xu', 'Liangfa', ''], dtype=object)]