Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published 30 days ago • 55
SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models Paper • 2609.02886 • Published Sep 2 • 118
Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning Paper • 2606.27828 • Published Jun 26 • 26
Relit-LiVE: Relight Video by Jointly Learning Environment Video Paper • 2605.06658 • Published May 7 • 17
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Paper • 2605.00658 • Published May 1 • 87
Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models Paper • 2603.17051 • Published Mar 17 • 69
Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer Paper • 2603.19227 • Published Mar 19 • 42
ShotVerse: Advancing Cinematic Camera Control for Text-Driven Multi-Shot Video Creation Paper • 2603.11421 • Published Mar 12 • 34
End-to-End Training for Autoregressive Video Diffusion via Self-Resampling Paper • 2512.15702 • Published Dec 17, 2025 • 16
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation Paper • 2512.23705 • Published Dec 29, 2025 • 45
Composing Concepts from Images and Videos via Concept-prompt Binding Paper • 2512.09824 • Published Dec 10, 2025 • 27
PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling Paper • 2504.14219 • Published Apr 19, 2025 • 2
Light of Normals: Unified Feature Representation for Universal Photometric Stereo Paper • 2506.18882 • Published Jun 23, 2025 • 89