ShadowDancer: Teaching Video World Models Any Action by Learning Unified Dynamics Representations from a Video and Its Shadow Paper • 2607.28362 • Published 5 days ago • 17
β-OPSD: Deriving with Policy Optimization, Training with Self-Distillation Paper • 2607.28582 • Published 5 days ago • 21
Flux-OPD: On-Policy Distillation with Evolving Contexts Paper • 2607.28022 • Published 5 days ago • 41
VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System Paper • 2607.27380 • Published 6 days ago • 65
PhiZero: A World Model Built Around Physical Language Paper • 2607.28624 • Published 5 days ago • 161
Temporal-Distance JEPA: Plan-Aware Representation Learning for Latent World Model Predictive Control Paper • 2607.25337 • Published 7 days ago • 5
Parallel Decoding Distillation for Fast Image and Video Generation Paper • 2607.26004 • Published 7 days ago • 14
Pass the Baton: Trajectory-Relayed On-Policy Distillation Paper • 2607.26057 • Published 7 days ago • 32
Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling Paper • 2607.23518 • Published 9 days ago • 8
Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification Paper • 2607.24027 • Published 8 days ago • 35
Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation Paper • 2607.24731 • Published 8 days ago • 75
GraphVid: Interactive Graph-Controllable Video Generation Paper • 2607.21580 • Published 12 days ago • 8
SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation Paper • 2607.21553 • Published 12 days ago • 39
ShotPlan: Cinematic Video Generation with Learnable Planning Token Paper • 2607.17675 • Published 15 days ago • 6