WorkFactory: Turning Professional Intents into Executable Work for Scalable Agent Training Paper • 2610.37161 • Published 8 days ago • 43
HiP3R: Hierarchical Pose Graphs for Long-Horizon 3D Reconstruction Paper • 2610.31635 • Published 13 days ago • 25
Trajectory2Gym: Decision-Grounded Compositional Interaction Synthesis for Tool-Use Agents Paper • 2610.33568 • Published 11 days ago • 31
Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video Generation Paper • 2610.30926 • Published 12 days ago • 30
Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild? Paper • 2610.28763 • Published 15 days ago • 19
Multics: Generative Multi-Player World Model with Hierarchical Communication Paper • 2610.17201 • Published 23 days ago • 58
LEGO: A Lifting-Free Approach for Exocentric-to-Egocentric Video Generation Paper • 2610.12442 • Published 27 days ago • 24
FlashVSR+: Efficient Video Super-Resolution via Hybrid Attention and Reward-Yield Distribution Matching Paper • 2610.17552 • Published 22 days ago • 33
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards Paper • 2602.05758 • Published 23 days ago • 11
DistScene: Object-to-Scene Distillation for 3D Scene Generation Paper • 2610.06960 • Published Oct 3 • 12
Decoding Looped Transformers Better for (Almost) Free Paper • 2610.02185 • Published Oct 1 • 25
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks Paper • 2609.25804 • Published Sep 22 • 36
DeformSmith: Physics Harness-Guided Hierarchical Generation of Deformable Assets for Robot Manipulation Paper • 2609.18620 • Published Sep 17 • 15
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published Sep 17 • 96
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence Paper • 2609.17488 • Published Sep 15 • 273
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 59
PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control Paper • 2609.17521 • Published Sep 15 • 7