Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Paper • 2503.09573 • Published • 77
Diffusion
-
-
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
Paper • 2505.15045 • Published • 56 -
Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding
Paper • 2505.16990 • Published • 22 -
D-AR: Diffusion via Autoregressive Models
Paper • 2505.23660 • Published • 34 -
DINGO: Constrained Inference for Diffusion LLMs
Paper • 2505.23061 • Published • 31 -
The Diffusion Duality
Paper • 2506.10892 • Published • 37 -
Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression
Paper • 2506.09482 • Published • 45 -
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
Paper • 2506.14429 • Published • 44 -
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Paper • 2506.20639 • Published • 32 -
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model
Paper • 2507.01953 • Published • 18 -
Upsample What Matters: Region-Adaptive Latent Sampling for Accelerated Diffusion Transformers
Paper • 2507.08422 • Published • 36 -
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models
Paper • 2508.00819 • Published • 64 -
Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
Paper • 2508.05954 • Published • 6 -
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models
Paper • 2508.09968 • Published • 15 -
S^2-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models
Paper • 2508.12880 • Published • 48 -
Transition Models: Rethinking the Generative Learning Objective
Paper • 2509.04394 • Published • 29 -
From Editor to Dense Geometry Estimator
Paper • 2509.04338 • Published • 96 -
Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing
Paper • 2509.01984 • Published • 7 -
Reconstruction Alignment Improves Unified Multimodal Models
Paper • 2509.07295 • Published • 40 -
Locality in Image Diffusion Models Emerges from Data Statistics
Paper • 2509.09672 • Published • 13 -
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
Paper • 2509.10396 • Published • 17 -
Seedream 4.0: Toward Next-generation Multimodal Image Generation
Paper • 2509.20427 • Published • 85 -
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention
Paper • 2509.24006 • Published • 119 -
Diffusion Transformers with Representation Autoencoders
Paper • 2510.11690 • Published • 171 -
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
Paper • 2510.14974 • Published • 10 -
Attention Is All You Need for KV Cache in Diffusion LLMs
Paper • 2510.14973 • Published • 43 -
Latent Diffusion Model without Variational Autoencoder
Paper • 2510.15301 • Published • 50 -
Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall
Paper • 2510.19304 • Published • 24 -
FARMER: Flow AutoRegressive Transformer over Pixels
Paper • 2510.23588 • Published • 59 -
TiDAR: Think in Diffusion, Talk in Autoregression
Paper • 2511.08923 • Published • 129 -
Terminal Velocity Matching
Paper • 2511.19797 • Published • 12 -
DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation
Paper • 2511.19365 • Published • 66 -
DiP: Taming Diffusion Models in Pixel Space
Paper • 2511.18822 • Published • 29 -
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
Paper • 2512.05150 • Published • 77 -
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
Paper • 2512.13586 • Published • 93 -
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
Paper • 2512.14067 • Published • 18 -
Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders
Paper • 2601.10332 • Published • 32 -
Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model
Paper • 2601.15892 • Published • 55 -
The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models
Paper • 2601.15165 • Published • 75 -
DFlash: Block Diffusion for Flash Speculative Decoding
Paper • 2602.06036 • Published • 85 -
DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents
Paper • 2602.07035 • Published • 31 -
DODO: Discrete OCR Diffusion Models
Paper • 2602.16872 • Published • 9 -
dLLM: Simple Diffusion Language Modeling
Paper • 2602.22661 • Published • 153 -
Distribution-Conditioned Transport
Paper • 2603.04736 • Published • 3 -
Dynamic Chunking Diffusion Transformer
Paper • 2603.06351 • Published • 16 -
Scale Space Diffusion
Paper • 2603.08709 • Published • 16 -
Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
Paper • 2603.06577 • Published • 50 -
WiT: Waypoint Diffusion Transformers via Trajectory Conflict Navigation
Paper • 2603.15132 • Published • 35 -
Generalized Discrete Diffusion from Snapshots
Paper • 2603.21342 • Published • 11 -
MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding
Paper • 2603.22458 • Published • 137 -
On-the-fly Repulsion in the Contextual Space for Rich Diversity in Diffusion Transformers
Paper • 2603.28762 • Published • 25 -
Rethinking the Diffusion Model from a Langevin Perspective
Paper • 2604.10465 • Published • 16 -
Elucidating the SNR-t Bias of Diffusion Probabilistic Models
Paper • 2604.16044 • Published • 73 -
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
Paper • 2604.20796 • Published • 243 -
When Do Diffusion Models learn to Generate Multiple Objects?
Paper • 2605.00273 • Published • 9 -
MARBLE: Multi-Aspect Reward Balance for Diffusion RL
Paper • 2605.06507 • Published • 40 -
Flow-OPD: On-Policy Distillation for Flow Matching Models
Paper • 2605.08063 • Published • 100 -
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation
Paper • 2605.13724 • Published • 101 -
Asymmetric Flow Models
Paper • 2605.12964 • Published • 22 -
Stitched Value Model for Diffusion Alignment
Paper • 2605.19804 • Published • 12 -
Rethinking Cross-Layer Information Routing in Diffusion Transformers
Paper • 2605.20708 • Published • 110 -
Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving
Paper • 2605.23163 • Published • 17 -
Colored Noise Diffusion Sampling
Paper • 2605.30332 • Published • 25 -
dMoE: dLLMs with Learnable Block Experts
Paper • 2605.30876 • Published • 36 -
Latent Reasoning with Normalizing Flows
Paper • 2606.06447 • Published • 7