SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published 9 days ago • 146
An Empirical Study of Training Pixel-Space Text-to-Image Diffusion Models Paper • 2608.16887 • Published 25 days ago • 36
From SRA to Self-Flow: Data Augmentation or Self-Supervision? Paper • 2607.02508 • Published Jul 2 • 15
LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing Paper • 2606.26740 • Published Jun 25 • 83
Skill-3D: Evolving Scene-Aware Skills for Agentic 3D Spatial Reasoning Paper • 2606.07436 • Published Jun 5 • 26
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives Paper • 2605.12496 • Published May 12 • 32
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Paper • 2605.15178 • Published May 14 • 91
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Paper • 2605.13724 • Published May 13 • 105
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models Paper • 2605.05204 • Published May 6 • 29
Lightning Unified Video Editing via In-Context Sparse Attention Paper • 2605.04569 • Published May 6 • 19