PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation Paper • 2605.14269 • Published 6 days ago • 7
RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO Paper • 2605.15190 • Published 6 days ago • 12
Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation Paper • 2605.15141 • Published 6 days ago • 88
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Paper • 2605.15178 • Published 6 days ago • 76
RigidFormer: Learning Rigid Dynamics using Transformers Paper • 2605.09196 • Published 11 days ago • 14
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Paper • 2605.13724 • Published 7 days ago • 95
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published 13 days ago • 185
Generative Modeling with Orbit-Space Particle Flow Matching Paper • 2605.02222 • Published 16 days ago • 9
Continuous-Time Distribution Matching for Few-Step Diffusion Distillation Paper • 2605.06376 • Published 13 days ago • 26
ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models Paper • 2405.13729 • Published 21 days ago • 13
Map2World: Segment Map Conditioned Text to 3D World Generation Paper • 2605.00781 • Published 19 days ago • 25
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Paper • 2605.00658 • Published 19 days ago • 82
PhyCo: Learning Controllable Physical Priors for Generative Motion Paper • 2604.28169 • Published 20 days ago • 13
StyleID: A Perception-Aware Dataset and Metric for Stylization-Agnostic Facial Identity Recognition Paper • 2604.21689 • Published 27 days ago • 25
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published 23 days ago • 118
Video Analysis and Generation via a Semantic Progress Function Paper • 2604.22554 • Published 26 days ago • 63