WorldCompass: Reinforcement Learning for Long-Horizon World Models Paper • 2602.09022 • Published 2 days ago • 17
Recurrent-Depth VLA: Implicit Test-Time Compute Scaling of Vision-Language-Action Models via Latent Iterative Reasoning Paper • 2602.07845 • Published 3 days ago • 63
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published 9 days ago • 51
Context Forcing: Consistent Autoregressive Video Generation with Long Context Paper • 2602.06028 • Published 6 days ago • 34
RISE-Video: Can Video Generators Decode Implicit World Rules? Paper • 2602.05986 • Published 6 days ago • 26
UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing Paper • 2602.02437 • Published 9 days ago • 75
Green-VLA: Staged Vision-Language-Action Model for Generalist Robots Paper • 2602.00919 • Published 11 days ago • 268
No Global Plan in Chain-of-Thought: Uncover the Latent Planning Horizon of LLMs Paper • 2602.02103 • Published 9 days ago • 68
EgoActor: Grounding Task Planning into Spatial-aware Egocentric Actions for Humanoid Robots via Visual-Language Models Paper • 2602.04515 • Published 7 days ago • 36
Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization Paper • 2602.02958 • Published 9 days ago • 32
3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation Paper • 2602.03796 • Published 8 days ago • 55
Future Optical Flow Prediction Improves Robot Control & Video Generation Paper • 2601.10781 • Published 27 days ago • 19
ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models Paper • 2601.11404 • Published 26 days ago • 25
Being-H0.5: Scaling Human-Centric Robot Learning for Cross-Embodiment Generalization Paper • 2601.12993 • Published 23 days ago • 75
Transition Matching Distillation for Fast Video Generation Paper • 2601.09881 • Published 28 days ago • 32
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding Paper • 2601.10611 • Published 27 days ago • 28
CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation Paper • 2601.10061 • Published 27 days ago • 30