Transition Matching Distillation for Fast Video Generation Paper • 2601.09881 • Published 3 days ago • 17
Efficient Camera-Controlled Video Generation of Static Scenes via Sparse Diffusion and 3D Rendering Paper • 2601.09697 • Published 4 days ago • 6
SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices Paper • 2601.08303 • Published 5 days ago • 13
VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction Paper • 2601.05966 • Published 9 days ago • 21
VerseCrafter: Dynamic Realistic Video World Model with 4D Geometric Control Paper • 2601.05138 • Published 10 days ago • 16
InfiniteVGGT: Visual Geometry Grounded Transformer for Endless Streams Paper • 2601.02281 • Published 13 days ago • 31
NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos Paper • 2601.00393 • Published 17 days ago • 120
NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation Paper • 2601.02204 • Published 13 days ago • 56
Self-Evaluation Unlocks Any-Step Text-to-Image Generation Paper • 2512.22374 • Published 23 days ago • 16
InsertAnywhere: Bridging 4D Scene Geometry and Diffusion Models for Realistic Video Object Insertion Paper • 2512.17504 • Published 30 days ago • 96
MatSpray: Fusing 2D Material World Knowledge on 3D Geometry Paper • 2512.18314 • Published 29 days ago • 8
Learning from Next-Frame Prediction: Autoregressive Video Modeling Encodes Effective Representations Paper • 2512.21004 • Published 25 days ago • 12
Region-Constraint In-Context Generation for Instructional Video Editing Paper • 2512.17650 • Published 30 days ago • 50
4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation Paper • 2512.17012 • Published about 1 month ago • 43
SemanticGen: Video Generation in Semantic Space Paper • 2512.20619 • Published 26 days ago • 91
WorldWarp: Propagating 3D Geometry with Asynchronous Video Diffusion Paper • 2512.19678 • Published 27 days ago • 29
Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model Paper • 2512.13507 • Published Dec 15, 2025 • 38