Video-Oasis: Rethinking Evaluation of Video Understanding Paper • 2603.29616 • Published 8 days ago • 38
Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition Paper • 2601.16211 • Published 8 days ago • 39
Scenes as Objects, Not Primitives: Instance-Structured 3D Tokenization from Unposed Views Paper • 2606.29513 • Published 12 days ago • 52
Rethinking State Tracking in Recurrent Models Through Error Control Dynamics Paper • 2605.07755 • Published May 8 • 24
DeVI: Physics-based Dexterous Human-Object Interaction via Synthetic Video Imitation Paper • 2604.20841 • Published Apr 22 • 24
Vanast: Virtual Try-On with Human Image Animation via Synthetic Triplet Supervision Paper • 2604.04934 • Published Apr 6 • 48
Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation Paper • 2510.19592 • Published Oct 22, 2025 • 13
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs Paper • 2507.07990 • Published Jul 10, 2025 • 45