Pre-Trained Video Diffusion Models

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Period ending 2026-09-21

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  1. Context-Aware Autoregressive Diffusion for Gloss-Wise Sign Language Production

    Jun 19, 2026JungHoon Sung, Boeun Kim, Chu Xin +4Sign Language RecognitionAutoregressive Language Models

  2. ChronoLock: Protecting Videos from Unauthorized Text-to-Video Personalization

    Jun 19, 2026Jiaming He, Jiashu Zhang, Guanyu Hou +4Text-To-Video ModelsVideos

  3. Go-with-the-Track: Video Compositing and Motion Control with Point Tracking

    Jun 18, 2026Koichi Namekata, Yash Kant, Zhizheng Liu +9Controllable Video GenerationCamera Control

  4. GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling

    Jun 18, 2026Yixuan Lai, Tianjia Shao, Kun Zhou +3Long Video GenerationExplicit Visual Grounding

  5. World Action Models: A Survey

    Jun 18, 2026Qiuhong Shen, Shihua Zhang, Yue Liao +5Video World ModelsWorld Models

  6. TriMotion: Modality-Agnostic Camera Control for Video Generation

    Jun 18, 2026Seunghyun Shin, Jifei Song, Wooseok Jeon +2Camera ControlControllable Video Generation

  7. Through the PRISM: Preference Representation in Intermediate States of Video Diffusion Models

    Jun 18, 2026Haoxuan Wu, Lai Man Po, Mengyang Liu +3Pre-Trained Video Diffusion ModelsPrism

  8. Holo-World: Unified Camera, Object and Weather Control for Video World Model

    Jun 18, 2026Xiangchen Yin, Wenzhang Sun, Jiahui Yuan +6Video World ModelsControllable Video Generation

  9. SketchKeyAnime: Reference-anchored Sparse Key-Sketch Animation Synthesis

    Jun 18, 2026Meixi Li, Xianlin Zhang, Yue Zhang +1Keyframe SelectionSketches

  10. TeleMorpher: Toward Robust Simultaneous Motion-Location Editing

    Jun 18, 2026Haengbok ChungVideo EditingDiffusion Editing

  11. LooseControlVideo: Directorial Video Control using Spatial Blocking

    Jun 17, 2026Shariq Farooq Bhat, Niloy J. Mitra, Kalyan SunkavalliControllable Video Generation3D Spatial Reasoning

  12. Cinematic Compositing Using Character-Environment-Harmonized Video Generation Models

    Jun 17, 2026Tianyi Xiang, Mingming He, Li Ma +1Pre-Trained Video Diffusion ModelsLighting

  13. Physics-IQ Verified

    Jun 17, 2026Tim Rädsch, Yuki M Asano, Hilde Kuehne +4Large-Scale Video Generation ModelsGenerative Models

  14. UniTemp: Unlocking Video Generation in Any Temporal Order via Bidirectional Distillation

    Jun 17, 2026Lin Zhang, Sicheng Mo, Zefan Cai +6Autoregressive Video DiffusionHigh-Fidelity Video Generation

  15. Data-Forcing Distillation: Restoring Diversity and Fidelity in Few-Step Video Generation

    Jun 16, 2026Siyi Chen, Shaowei Liu, Yixuan Jia +4Pre-Trained Video Diffusion ModelsLarge-Scale Video Generation Models

  16. Audio-visual Contrastive Alignment for Diffusion-based Visual-conditioned Speech Enhancement

    Jun 16, 2026Colombe Mboungou, Mostafa Sadeghi, Jean-Eudes Ayilo +1Speech EnhancementAudio-Visual Consistency

  17. SierpinskiCam: Camera-Controlled Video Retaking with Sierpinski Triangle Pattern Cues

    Jun 15, 2026Suttisak Wizadwongsa, Hyelin Nam, Supasorn Suwajanakorn +1Controllable Video GenerationPhotorealistic Video Restoration

  18. Reasoning Text-to-Video Retrieval for Operating Room Clips via Action-Driven Digital Twins

    Jun 15, 2026Yiqing Shen, Hao Ding, Mathias UnberathSurgical VideosText-To-Video Models

  19. Pulling The REINS: Training-Free Safety Alignment of Video Diffusion Models via Representation Steering

    Jun 15, 2026Rohit Kundu, Arindam Dutta, Sarosij Bose +2Pre-Trained Video Diffusion ModelsInference-Time Defense

  20. DreamX-World 1.0: A General-Purpose Interactive World Model

    Jun 15, 2026DreamX Team, Yancheng Bai, Rui Chen +20Video World ModelsControllable Video Generation

  21. RealityBridge: Bridging Editable 3D Gaussian Splatting Driving Simulations and Real-World Videos

    Jun 15, 2026Zhenhua Wu, Yun Pang, Mingkun Chang +4Driving SceneControllable Video Generation

  22. SiGnature: Explicit Motion Diffusion for Stylized Semantic Gesture

    Jun 14, 2026Adi Rosenthal, Tomer Koren, Nadav Shaked +2Co-Speech Gesture GenerationHand Gesture Recognition

  23. GeoStream: Toward Precise Camera Controlled Streaming Video Generation

    Jun 13, 2026Yizhou Zhao, Yifan Wang, Xiaoyuan Wang +11Autoregressive Video GenerationCamera Control

  24. NEXUS: Neural Energy Fields for Physically Consistent Contact-Rich 3D Object Dynamics

    Jun 12, 2026Qizhen Ying, Guangming Wang, Yangchen Pan +3Neural FieldsLong Video Generation

  25. Memento: Reconstruct to Remember for Consistent Long Video Generation

    Jun 12, 2026Xuan Wei, Longbin Ji, Guan Wang +5Long Video GenerationVisual Memory

  26. PepALD: Macrocyclic Peptide Generation via Autoregressive Latent Diffusion

    Jun 12, 2026Junming Zhang, Siyu Yi, Wei Ju +1Cyclic PeptidesMolecular Generation

  27. VideoWeave: Unlocking Geometric Consistency in Video Generation via Joint Geometry-Video Modeling

    Jun 12, 2026Xunzhi Xiang, Zixuan Duan, Yabo Chen +8Pre-Trained Video Diffusion Models

  28. Prompt2Effect: Training-Free Image-to-Video Model Specialization via LoRA Generation

    Jun 11, 2026Xiaomeng Yang, Yanyu Li, Gordon Guocheng Qian +7Pre-Trained Video Diffusion ModelsLow-Rank Adaptation

  29. Temporal Backtracking Search for Test-time Generative Video Reasoning

    Jun 11, 2026Sejoon Jun, Zheng Ding, Huangyuan Su +2High-Fidelity Video GenerationTest-Time Scaling

  30. CineOrchestra: Unified Entity-Centric Conditioning for Cinematic Video Generation

    Jun 11, 2026Sharath Girish, Tsai-Shien Chen, Zhikang Dong +4Pre-Trained Video Diffusion ModelsFilms

  31. Flex4DHuman: Flexible Multi-view Video Diffusion for 4D Human Reconstruction

    Jun 11, 2026Jen-Hao Cheng, Yipeng Wang, Hao Zhang +24D ReconstructionPre-Trained Video Diffusion Models

  32. EvTexture++: Event-Driven Texture Enhancement for Video Super-Resolution

    Jun 11, 2026Dachun Kai, Jiayao Lu, Yueyi Zhang +1Image EnhancementPre-Trained Video Diffusion Models

  33. MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold

    Jun 11, 2026Yang Zhou, Ziheng Wang, Yuqin Lu +4Video World ModelsControllable Video Generation

  34. HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers

    Jun 11, 2026Guozhen Zhang, Xuerui Qiu, Yutao Cui +11Visual TokensSelf-Supervised Vision Transformers

  35. TetherCache: Stabilizing Autoregressive Long-Form Video Generation with Gated Recall and Trusted Alignment

    Jun 11, 2026Yu Meng, Xiangyang Luo, Letian Li +5Autoregressive Video DiffusionAutoregressive Video Generation

  36. GenHOI: Contact-Aware Humanoid-Object Interaction by Imitating Generated Videos without Task-Specific Training

    Jun 11, 2026Zhihai Bi, Qiang Zhang, Guoyang Zhao +8Articulated ObjectsLong Video Generation

  37. Helping Figures Tell their Story! Paper-Grounded Video Generation Explaining Complex Scientific Figures

    Jun 10, 2026Ishani Mondal, Javad Baghirov, Jordan Boyd-GraberLong Video GenerationVisual Storytelling

  38. World Model Self-Distillation: Training World Models to Solve General Tasks

    Jun 10, 2026Sebastian Stapf, Pablo Acuaviva Huertos, Aram Davtyan +1Large-Scale Video Generation ModelsModel Training

  39. SpecLoR: Spectral Lookahead Rectification for Motion-Coherent Text-to-Video Generation

    Jun 10, 2026Xu Zhang, Yu Lu, Ruijie Quan +3Text-To-Video ModelsSpatio-Temporal Coherence

  40. Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding

    Jun 10, 2026Hyomin Kim, Junghye Kim, Joanie Hayoun Chung +4Video Temporal GroundingText-To-Video Models

  41. Next Forcing: Causal World Modeling with Multi-Chunk Prediction

    Jun 9, 2026Gangwei Xu, Qihang Zhang, Jiaming Zhou +4Autoregressive Video GenerationWorld Models

  42. Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization

    Jun 9, 2026Paul Hyunbin Cho, Jinhyuk Jang, SeokYoung Lee +7Pre-Trained Video Diffusion ModelsObject Articulation

  43. WorldOlympiad: Can Your World Model Survive a Triathlon?

    Jun 9, 2026Yuke Zhao, Wangbo Zhao, Weijie Wang +8Video World ModelsLarge-Scale Video Generation Models

  44. FadeMem: Distance-Aware Memory Consolidation for Autoregressive Video Diffusion

    Jun 9, 2026Yu Lu, Junjie Yang, Piotr Koniusz +2Autoregressive Video DiffusionAutoregressive Video Generation

  45. Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency

    Jun 9, 2026Xinrui Wu, Lichen HuangLarge-Scale Video Generation ModelsKeyframe Selection

  46. Making Time Editable in Video Diffusion Transformers

    Jun 8, 2026Konstantin Kuklev, Viacheslav Vasilev, Alexander Kunitsyn +2Pre-Trained Video Diffusion ModelsTemporal Dynamics

  47. BiWM: Advancing Open-Source Interactive Video World Models with Bidirectional Autoregression

    Jun 8, 2026Shaohao Rui, Xiaofeng Mao, Zhanyu Zhang +5Video World ModelsPre-Trained Video Diffusion Models

  48. Temporally Consistent and Controllable Video Generation of 2D Cine CMR via Latent Space Motion Modeling

    Jun 8, 2026Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2Cardiac Magnetic Resonance ImagingCardiac Motion

  49. LiteVSR: Lightweight Adaptation of Frozen Diffusion Transformers for Video Super-Resolution

    Jun 8, 2026Yu Cao, Ziquan Liu, Zhensong Zhang +3Pre-Trained Video Diffusion Models

  50. CP4D: Compositional Physics-aware 4D Scene Generation

    Jun 8, 2026Hanxin Zhu, Cong Wang, Tianyu He +44D GenerationControllable Video Generation

  51. Ultra Flash: Scaling Real-Time Streaming Video Generation to High Resolutions

    Jun 8, 2026Luxury, Jie Huang, Zihao Fan +25Autoregressive Video DiffusionHigh-Resolution

  52. MeanVC 2: Robust Low-Latency Streaming Zero-Shot Voice Conversion

    Jun 8, 2026Guobin Ma, Yuxuan Xia, Yuepeng Jiang +6Zero-Shot Text-To-SpeechAudio Encoders

  53. BioVid: Autoregressive Video Generation with Biological Behavior Semantic Comprehension

    Jun 7, 2026Tsung-Wei Pan, Jung-Hua WangAutoregressive Video Generation

  54. TIDE: Task-Isolated Diffusion for Unified Video Editing and Generation

    Jun 6, 2026Qi Liu, Gang Yue, Mingyu Yin +7Pre-Trained Video Diffusion ModelsVideo Editing

  55. VideoWeaver: Evaluating and Evolving Skills for Agentic Long Video Generation

    Jun 6, 2026Jianhui Wei, Jie Tan, Hengchuan Zhu +6Agentic Video GenerationLong Video Generation

  56. Streaming Video Generation with Streaming Force Control

    Jun 5, 2026Hanhui Wang, Yiming Xie, Haiwen Feng +3Controllable Video Generation

  57. CultureScore: Evaluating Cultural Faithfulness in Video Generation Models

    Jun 5, 2026Anku Rani, Wei Dai, Shravan Nayak +3Long Video GenerationCultural Knowledge

  58. FreeAnimate: Training-Free Human Image Animation with Preview-Guided Denoising

    Jun 5, 2026Yuan Zeng, Yujia Shi, Zongqing Lu +1Pre-Trained Video Diffusion ModelsImage Denoising

  59. EgoPressDiff: Multimodal Video Diffusion for Egocentric UV-Domain Hand-Pressure Estimation

    Jun 5, 2026Yuan Zeng, Zilue Gao, Yujia Shi +33D HandPre-Trained Video Diffusion Models

  60. MotionEnhancer: Leveraging Video Diffusion for Motion-Enhanced Vision-Language Models

    Jun 5, 2026Yifan Xu, Chao Zhang, Ruifei Ma +4Pre-Trained Video Diffusion ModelsVisual Tokens