When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models Paper • 2604.08546 • Published 5 days ago • 109
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published 8 days ago • 231
Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models Paper • 2603.25716 • Published 19 days ago • 154
Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding Paper • 2603.19235 • Published 26 days ago • 95
Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously Paper • 2603.12262 • Published Mar 12 • 30
Towards Generalizable Robotic Manipulation in Dynamic Environments Paper • 2603.15620 • Published 29 days ago • 3
Cook and Clean Together: Teaching Embodied Agents for Parallel Task Execution Paper • 2511.19430 • Published Nov 24, 2025 • 7
HERMES: A Unified Self-Driving World Model for Simultaneous 3D Scene Understanding and Generation Paper • 2501.14729 • Published Jan 24, 2025 • 3