PEARL: Personalized Streaming Video Understanding Model Paper • 2603.20422 • Published 9 days ago • 38
Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding Paper • 2603.19235 • Published 10 days ago • 93
Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval Paper • 2602.19961 • Published Feb 23 • 2
AndroTMem: From Interaction Trajectories to Anchored Memory in Long-Horizon GUI Agents Paper • 2603.18429 • Published 11 days ago • 26
Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models Paper • 2603.17541 • Published 12 days ago • 20
BPDQ: Bit-Plane Decomposition Quantization on a Variable Grid for Large Language Models Paper • 2602.04163 • Published Feb 4 • 10
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models Paper • 2602.04804 • Published Feb 4 • 49
JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation Paper • 2512.22905 • Published Dec 28, 2025 • 20
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios Paper • 2411.02708 • Published Nov 5, 2024 • 1
MOSS-ChatV: Reinforcement Learning with Process Reasoning Reward for Video Temporal Reasoning Paper • 2509.21113 • Published Sep 25, 2025 • 6
Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents Paper • 2508.19493 • Published Aug 27, 2025 • 11
VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Paper • 2506.10857 • Published Jun 12, 2025 • 30
SAMA: Towards Multi-Turn Referential Grounded Video Chat with Large Language Models Paper • 2505.18812 • Published May 24, 2025 • 2
VideoMark: A Distortion-Free Robust Watermarking Framework for Video Diffusion Models Paper • 2504.16359 • Published Apr 23, 2025 • 3
AV-Reasoner: Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs Paper • 2506.05328 • Published Jun 5, 2025 • 21
Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities Paper • 2505.21191 • Published May 27, 2025 • 3
PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Paper • 2505.15929 • Published May 21, 2025 • 49
SAVEn-Vid: Synergistic Audio-Visual Integration for Enhanced Understanding in Long Video Context Paper • 2411.16213 • Published Nov 25, 2024 • 2