From SRA to Self-Flow: Data Augmentation or Self-Supervision? Paper β’ 2607.02508 β’ Published 3 days ago β’ 10
LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing Paper β’ 2606.26740 β’ Published 10 days ago β’ 80
Skill-3D: Evolving Scene-Aware Skills for Agentic 3D Spatial Reasoning Paper β’ 2606.07436 β’ Published 29 days ago β’ 25
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives Paper β’ 2605.12496 β’ Published May 12 β’ 30
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Paper β’ 2605.15178 β’ Published May 14 β’ 91
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Paper β’ 2605.13724 β’ Published May 13 β’ 105
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models Paper β’ 2605.05204 β’ Published May 6 β’ 28
Lightning Unified Video Editing via In-Context Sparse Attention Paper β’ 2605.04569 β’ Published May 6 β’ 18
D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models Paper β’ 2605.05204 β’ Published May 6 β’ 28
LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories Paper β’ 2604.15311 β’ Published Apr 16 β’ 14
OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation Paper β’ 2604.11804 β’ Published Apr 13 β’ 72
Mode Seeking meets Mean Seeking for Fast Long Video Generation Paper β’ 2602.24289 β’ Published Feb 27 β’ 41
NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation Paper β’ 2601.02204 β’ Published Jan 5 β’ 64
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time Paper β’ 2512.25075 β’ Published Dec 31, 2025 β’ 16
Pretraining Frame Preservation in Autoregressive Video Memory Compression Paper β’ 2512.23851 β’ Published Dec 29, 2025 β’ 25
view reply Thanks! I really love your phrasing of 'refusing to hallucinate success' β that's exactly the mindset we aimed for. Glad the philosophy resonates!