Pre-Trained Video Diffusion Models

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Period ending 2026-09-21

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Period ending 2026-09-07

21 new papers

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  1. Controllable Egocentric Video Generation via Occlusion-Aware Sparse 3D Hand Joints

    Mar 12, 2026Chenyangguang Zhang, Botao Ye, Boqi Chen +43D HandEgocentric Video

  2. Event-Driven Video Generation

    Mar 12, 2026Chika Maduabuchi, Jindong WangText-To-Video ModelsImage Denoising

  3. SVG-EAR: Parameter-Free Linear Compensation for Sparse Video Generation via Error-aware Routing

    Mar 9, 2026Xuanyi Zhou, Qiuyang Mang, Shuo Yang +7Controllable Video Generation

  4. VS3R: Robust Full-frame Video Stabilization via Deep 3D Reconstruction

    Mar 6, 2026Muhua Zhu, Xinhao Jin, Xinping Wang +4Feed-Forward 3D ReconstructionPre-Trained Video Diffusion Models

  5. EmboAlign: Aligning Video Generation with Compositional Constraints for Zero-Shot Manipulation

    Mar 5, 2026Gehao Zhang, Zhenyang Ni, Payal Mohapatra +3Generalizable Robotic ManipulationsHuman Motion Generation

  6. UCM: Unified Modeling of Camera Control and Memory with Time-aware Positional Encoding Warping for World Models

    Feb 26, 2026Tianxing Xu, Zixuan Wang, Guangyuan Wang +5Controllable Video GenerationCamera Control

  7. UniE2F: A Unified Diffusion Framework for Event-to-Frame Reconstruction with Video Foundation Models

    Feb 22, 2026Gang Xu, Zhiyu Zhu, Junhui HouPre-Trained Video Diffusion ModelsLarge Inter-Frame Displacements

  8. Rolling Sink: Bridging Limited-Horizon Training and Open-Ended Testing in Autoregressive Video Diffusion

    Feb 8, 2026Haodong Li, Shaoteng Liu, Zhe Lin +1Autoregressive Video DiffusionTraining-Free Inference Framework

  9. PISCES: Annotation-free Text-to-Video Post-Training via Optimal Transport-Aligned Rewards

    Feb 2, 2026Minh-Quan Le, Gaurav Mittal, Cheng Zhao +3Text-To-Video ModelsVideo-Text Alignment

  10. Reconstruction-Anchored Diffusion Model for Text-to-Motion Generation

    Jan 21, 2026Yifei Liu, Changxing Ding, Ling Guo +2Text-To-Motion GenerationPre-Trained Video Diffusion Models

  11. Learning Stochastic Bridges for Video Object Removal via Video-to-Video Translation

    Jan 17, 2026Zijie Lou, Xiangwei Feng, Jiaxin Wang +7Video Object RemovalRemoval

  12. Mixture of Distributions Matters: Dynamic Sparse Attention for Efficient Video Diffusion Transformers

    Jan 14, 2026Yuxi Liu, Yipeng Hu, Zekun Zhang +2Pre-Trained Video Diffusion ModelsDynamic Sparse Attention

  13. Stream-DiffVSR: Low-Latency Streamable Video Super-Resolution via Auto-Regressive Diffusion

    Dec 29, 2025Hau-Shiang Shiu, Chin-Yang Lin, Zhixiang Wang +4Autoregressive DiffusionImage Denoising

  14. GeCo: Evaluating Geometric Consistency for Video Generation via Motion and Structure

    Dec 25, 2025Leslie Gu, Junhwa Hur, Charles Herrmann +4Large-Scale Video Generation ModelsOcclusion

  15. Probing and Leveraging Video Diffusion Transformer Features for Robust Point Tracking

    Dec 23, 2025Soowon Son, Honggyu An, Jisu Nam +7Pre-Trained Video Diffusion ModelsMulti-Object Tracking

  16. InsertAnywhere: Geometrically Grounded and Optics-Aware Video Object Insertion

    Dec 19, 2025Hoiyeong Jin, Hyojin Jang, Junha Hyung +6Controllable Video GenerationIndoor Scene Generation

  17. CustomX: Unified Character, Action, and Scene Customization in Video World Models

    Dec 18, 2025Yitong Wang, Fangyun Wei, Hongyang Zhang +2Video World ModelsAutoregressive Video Generation

  18. End-to-End Training for Autoregressive Video Diffusion via Self-Resampling

    Dec 17, 2025Yuwei Guo, Ceyuan Yang, Hao He +5Autoregressive Video DiffusionResampling

  19. A Study of the Design Space of Motion and Disocclusion Control in Video Generation

    Dec 15, 2025Anran Qi, Changjian Li, Adrien Bousseau +1Controllable Video GenerationMotion Generation

  20. GimbalDiffusion: Gravity-Aware Camera Control for Video Generation

    Dec 9, 2025Frédéric Fortier-Chouinard, Yannick Hold-Geoffroy, Valentin Deschaintre +2Controllable Video GenerationCamera Control

  21. InverseCrafter: Efficient Video ReCapture as a Latent Domain Inverse Problem

    Dec 5, 2025Yeobin Hong, Suhyeon Lee, Hyungjin Chung +1Pre-Trained Video Diffusion ModelsInpainting

  22. Geometry-Aware Single-Image 4D Synthesis via Dense Trajectory Generation

    Dec 4, 2025Yanran Zhang, Ziyi Wang, Wenzhao Zheng +3Controllable Video Generation3D Motion

  23. LAMP: Language-Assisted Motion Planning for Controllable Video Generation

    Dec 3, 2025Muhammed Burak Kizil, Enes Sanli, Niloy J. Mitra +3Controllable Video GenerationMotion Sequence

  24. Generative Action Tell-Tales: Assessing Human Motion in Synthesized Videos

    Dec 1, 2025Xavier Thomas, Youngsun Lim, Ananya Srinivasan +2Large-Scale Video Generation ModelsHuman Motion Generation

  25. BIFE: Better Interaction, Fewer Errors for Minute-Long Video Generation

    Nov 28, 2025Zeyu Zhang, Jinyuan Mao, Shuning Chang +5Long Video GenerationLong-Range Temporal Dependencies

  26. WorldWander: Bridging Egocentric and Exocentric Worlds in Video Generation

    Nov 27, 2025Quanjian Song, Yiren Song, Kelly Peng +2Video World ModelsEgocentric Video

  27. PhysChoreo: Physics-Controllable Video Generation with Part-Aware Semantic Grounding

    Nov 25, 2025Haoze Zhang, Tianyu Huang, Zichen Wan +4Controllable Video GenerationPhysics Simulation

  28. Exo2EgoSyn: Unlocking Foundation Video Generation Models for Exocentric-to-Egocentric Video Synthesis

    Nov 25, 2025Mohammad Mahdi, Yuqian Fu, Nedko Savov +3Controllable Video GenerationEgocentric Video

  29. Unified Long Video Inpainting and Outpainting via Overlapping High-Order Co-Denoising

    Nov 5, 2025Shuangquan Lyu, Jian Mao, Yue MaPre-Trained Video Diffusion ModelsInpainting

  30. LoT-Pass: Long-term-robust Image Watermarking for Image to Video Generation

    Sep 22, 2025Guanjie Wang, Zehua Ma, Han Fang +1WatermarksWatermarking

  31. Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration

    Aug 20, 2025Haoran Bai, Xiaoxu Chen, Canqian Yang +3Pre-Trained Video Diffusion ModelsPhotorealistic Video Restoration

  32. S^2VG: 3D Stereoscopic and Spatial Video Generation via Denoising Frame Matrix

    Aug 11, 2025Peng Dai, Feitong Tan, Qiangeng Xu +6Controllable Video Generation3D Generative Models

  33. PhysVidBench: Language-Grounded Evaluation of Physical Commonsense in Text-to-Video Models

    Jul 21, 2025Enes Sanli, Baris Sarper Tezcan, Aykut Erdem +1Text-To-Video ModelsLongvideobench

  34. NABLA: Neighborhood Adaptive Block-Level Attention

    Jul 17, 2025Dmitrii Mikhailov, Aleksey Letunovskiy, Maria Kovaleva +6Pre-Trained Video Diffusion ModelsGenerative Quality

  35. HunyuanVideo-HOMA: Generic Human-Object Interaction in Multimodal Driven Human Animation

    Jun 10, 2025Ziyao Huang, Zixiang Zhou, Juan Cao +9Articulated ObjectsControllable Video Generation

  36. PhyMAGIC: Physical Motion-Aware Generative Inference with Confidence-guided LLM

    May 22, 2025Siwei Meng, Yawei Luo, Ping LiuLarge-Scale Video Generation Models3D Generative Models

  37. StableMotion: One-Step Motion Estimation with Diffusion Prior

    May 10, 2025Ziyi Wang, Haipeng Li, Lin Sui +5Pre-Trained Video Diffusion ModelsRectification

  38. Evaluating Newtonian Mechanics in Video Generative Models with Real Physical Systems

    Apr 3, 2025Antonios Tragoudaras, Chenyu Zhang, Daniil Cherniavskii +7Large-Scale Video Generation ModelsPhysical Plausibility

  39. TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning in Text-to-Image Models

    Mar 19, 2025Teng-Fang Hsiao, Bo-Kai Ruan, Yi-Lun Wu +2Text-To-ImageText-To-Video Models

  40. AnyView: Synthesizing Any Novel View in Dynamic Scenes

    Date pendingBasile Van Hoorick, Dian Chen, Shun Iwase +7Controllable Video GenerationNovel View Synthesis

  41. Streaming4D: Accelerate 4D World Models via Block-wise Video Generation and Incremental Reconstruction

    Date pendingXiaoyan Liu, Jiaxin Liu, Kangrui Li +14D GenerationAutoregressive Video Generation

  42. Dream4D: Lifting Camera-Controlled I2V towards Spatiotemporally Consistent 4D Generation

    Date pendingXiaoyan Liu, Kangrui Li, Jiaxin Liu +24D Generation4D Reconstruction