Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMs Paper • 2610.36671 • Published 10 days ago • 116
Your LR Schedule May Not Be Principled: Effective Learning Rate Scheduling in Weight-Normalized Training Paper • 2610.40362 • Published 8 days ago • 11
OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding Paper • 2610.18829 • Published 24 days ago • 54
UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation Paper • 2610.09823 • Published 30 days ago • 33
Vidu S2: Real-Time Interactive, Editable, and Spatial Video Generation Paper • 2609.11638 • Published Sep 10 • 223
Beacon: Knowing When and How to Perform Agentic Visual Reasoning Paper • 2607.28595 • Published Jul 30 • 55
CLI-Universe: Towards Verifiable Task Synthesis Engine for Terminal Agents Paper • 2606.22883 • Published Jun 22 • 38
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published May 25 • 35
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning Paper • 2605.20342 • Published May 19 • 31
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning Paper • 2605.22012 • Published May 21 • 45
Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos Paper • 2605.18984 • Published May 18 • 22
Edit-Compass & EditReward-Compass: A Unified Benchmark for Image Editing and Reward Modeling Paper • 2605.13062 • Published May 13 • 33
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors Paper • 2605.10434 • Published May 11 • 31
Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Paper • 2605.10780 • Published May 12 • 32
Self-Adversarial One Step Generation via Condition Shifting Paper • 2604.12322 • Published Apr 14 • 14
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models Paper • 2604.04707 • Published Apr 6 • 178
MultiBind: A Benchmark for Attribute Misbinding in Multi-Subject Generation Paper • 2603.21937 • Published Mar 23 • 7