RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 10 days ago • 281
Beyond Future Prediction: Denoising as Generative Adaptation for Robot Control Paper • 2609.28339 • Published 18 days ago • 30
Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation Paper • 2609.37925 • Published 12 days ago • 23
Collective Bias Mitigation via Model Routing and Collaboration Paper • 2610.03240 • Published 9 days ago • 20
Triadic Linear Attention: Three-Dimensional Recurrent States for Long-Context Sequence Modeling Paper • 2609.36529 • Published 12 days ago • 37
Skill2Real: Agentic Skill Learning for Zero-Shot Sim-to-Real Robot Manipulation Paper • 2610.02788 • Published 9 days ago • 18
Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs Paper • 2609.32259 • Published 12 days ago • 101
AutoDataBench: A Data-centric Testbed for Accelerating Auto Research Paper • 2609.40097 • Published 11 days ago • 50
Decoding Looped Transformers Better for (Almost) Free Paper • 2610.02185 • Published 10 days ago • 46
Architect-Ant: Editable Automatic Furnishing of Architectural Floor Plans Paper • 2606.10953 • Published 11 days ago • 54