CodeCap-Bench: Can Code Serve as a Good Video Caption? Paper • 2610.37341 • Published 6 days ago • 54
Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos Paper • 2610.30866 • Published 11 days ago • 18
Socratic Skill Learning: Interleaving Teaching and Practice for Transferable Agent Skills Paper • 2610.17860 • Published 20 days ago • 48
HiRAE: Hierarchical Representation Autoencoding with Residual Budgets Paper • 2609.37775 • Published Sep 29 • 19
Think Before You Score: Thinking Reward Model for Visual Generation Paper • 2609.37372 • Published Sep 29 • 67
CoinVE-200K: A Large-Scale High-Quality Dataset for Compositional Instruction-Guided Video Editing Paper • 2608.17566 • Published Aug 18 • 16 • 3
OmniPack: Unified Token Compression for Efficient Omni-modal Large Language Models Paper • 2608.03812 • Published Aug 4 • 18
RefCaptioner: Multi-Reference Image-Grounded Video Captioning Paper • 2607.28509 • Published Jul 30 • 29
Beacon: Knowing When and How to Perform Agentic Visual Reasoning Paper • 2607.28595 • Published Jul 30 • 56
CoVEBench: Can Video Editing Models Handle Complex Instructions? Paper • 2606.08415 • Published Jun 7 • 48
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV Paper • 2605.26244 • Published May 25 • 35
Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization Paper • 2605.10780 • Published May 12 • 32
TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions Paper • 2602.08711 • Published Feb 9 • 29
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models Paper • 2602.04804 • Published Feb 4 • 50
Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers Paper • 2602.03510 • Published Feb 3 • 27
CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation Paper • 2601.10061 • Published Jan 15 • 32
GARDO: Reinforcing Diffusion Models without Reward Hacking Paper • 2512.24138 • Published Dec 30, 2025 • 30