Skill2Real: Agentic Skill Learning for Zero-Shot Sim-to-Real Robot Manipulation Paper • 2610.02788 • Published 8 days ago • 18
Beyond Future Prediction: Denoising as Generative Adaptation for Robot Control Paper • 2609.28339 • Published 17 days ago • 27
Spatial Memory Intelligence: Endowing World Models with Understanding-Driven Long-Term Memory Paper • 2610.02521 • Published 9 days ago • 58
RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 9 days ago • 277
What Makes World Action Models Generalize? An Empirical Study of Test-Time Future Modeling Paper • 2609.34981 • Published 11 days ago • 138
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 14 days ago • 326
Periodic Weak Spots: Phase Sensitivity from Chunked KV-Cache Compression Paper • 2609.36322 • Published 12 days ago • 115
MaLiang-Harness: A Programmable Path to Image and Video Generation Paper • 2609.34309 • Published 12 days ago • 341