Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published 4 days ago • 136
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
UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation Paper • 2512.07831 • Published Dec 8, 2025 • 17
Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length Paper • 2512.04677 • Published Dec 4, 2025 • 177
V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models Paper • 2511.16668 • Published Nov 20, 2025 • 56
Time-to-Move: Training-Free Motion Controlled Video Generation via Dual-Clock Denoising Paper • 2511.08633 • Published Nov 9, 2025 • 56