World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published 9 days ago • 116
Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning Paper • 2604.16029 • Published 19 days ago • 23
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published 21 days ago • 155
Track4World: Feedforward World-centric Dense 3D Tracking of All Pixels Paper • 2603.02573 • Published Mar 3 • 12
Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations Paper • 2510.23607 • Published Oct 27, 2025 • 181
SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation Paper • 2602.02402 • Published Feb 2 • 32
HySparse: A Hybrid Sparse Attention Architecture with Oracle Token Selection and KV Cache Sharing Paper • 2602.03560 • Published Feb 3 • 49
StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation Paper • 2512.09363 • Published Dec 10, 2025 • 74