Autoregressive Video Generation

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  1. Custom Forcing: Training-Free Subject Customization for Autoregressive Video Generation

    Oct 2, 2026Yunseung Ok, Hyunsoo Kim, Minseo Kim +1Autoregressive Video Generation

  2. MosaiChunk: Compositing Spatio-Temporal Memory for Autoregressive Video Generation

    Oct 1, 2026Yiwen Zhang, Haocheng Xi, Michael Tian-Yue Liu +4Autoregressive Video GenerationVideo Generation

  3. SemanTok: Predictable Semantic Tokens for Efficient Autoregressive Video Generation

    Sep 30, 2026Mikhail Dereviannykh, Vikram Voleti, Simon Donne +3Visual TokenizersAutoregressive Video Generation

  4. Enhancing Autoregressive Video Generation via Representation Adversarial Distillation

    Sep 30, 2026Fangyu Lin, Xingtong Ge, Lunjie Zhu +8Autoregressive Video GenerationVideo Generation

  5. Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation

    Sep 29, 2026Chenjian Gao, Zhihao Hu, Jianqi Ma +3Autoregressive Video Diffusion ModelsAutoregressive Video Generation

  6. From Scores to Samples: Elastic Forcing for Autoregressive Video Generation

    Sep 28, 2026Chi Zhang, Yueyi Liu, Shi Haoyang +5Autoregressive Video GenerationDistribution Matching Distillation

  7. DreamStream: Towards Policy-Oriented Generative Simulation for End-to-End Driving

    Sep 22, 2026Ziyang Leng, Sicheng Mo, Seth Z. Zhao +4Autonomous Driving SimulationDream

  8. Uncertainty DMD: Restoring Diversity in Few-Step Autoregressive Video Distillation

    Sep 11, 2026Zixuan Duan, Xunzhi Xiang, Yabo Chen +6Autoregressive Video Diffusion ModelsAutoregressive Video Generation

  9. World in World: Explore the World with World Models

    Sep 11, 2026Chenxi Song, Yanming Yang, Chi ZhangVideo World ModelsAutoregressive Video Generation

  10. V-RAE: Rethinking Video Latent Spaces for Generation

    Aug 13, 2026Minghui Guo, Shengqiong Wu, Hao FeiAutoregressive Video GenerationStar-Vae

  11. Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation

    Aug 13, 2026Hmrishav Bandyopadhyay, Xuanchi Ren, Zijian Huang +7Autoregressive Video Diffusion ModelsAutoregressive Video Generation

  12. SurgNarrator: A Generative Retrieval Framework for Surgical Video Understanding

    Aug 5, 2026Yuqing Feng, Jiawei Ma, Kevin Qinghong Lin +6Surgical VideosSurgery

  13. FreqForcing: Autoregressive Long Video Generation via Spectral Self-Anchoring

    Jul 29, 2026Jiatong Li, Leo Liang, Linghe Kong +1Autoregressive Video Diffusion ModelsAutoregressive Video Generation

  14. Closing the Loop: Training-Free Revisit Consistency for Autoregressive Generative Rendering

    Jul 23, 2026Wenchao Ma, Changran Liu, Sharon X. Huang +1Autoregressive Video GenerationGenerative Video Models

  15. Test-Time Noise Guided Adaptation for Realistic Autoregressive Video Generation

    Jul 17, 2026Dimitrios Karageorgiou, Symeon Papadopoulos, Ioannis Kompatsiaris +1Autoregressive Video Diffusion ModelsAutoregressive Video Generation

  16. Autoregressive Modeling of Film with Applications in Video Montage

    Jul 16, 2026Marcelo Sandoval-Castañeda, Fabian Caba Heilbron, Shiry Ginosar +4Autoregressive Video GenerationFilms

  17. SAGA: Stable Acceleration Guidance for Autoregressive Video Generation

    Jul 9, 2026Thanh-Nhan Vo, Trong-Thuan Nguyen, Trung-Hoang Le +2Autoregressive Video Diffusion ModelsAutoregressive Video Generation

  18. Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning

    Jul 3, 2026Wenzheng Zeng, Siyi Jiao, Chen Gao +2Video CaptioningAutoregressive Video Generation

  19. Towards Memory-Efficient Autoregressive Video Generation via Instance-Specific Parametric Absorption

    Jul 1, 2026Xiaomeng Fu, Jia Li, Yiming Hu +5Autoregressive Video GenerationKey-Value Cache Compression

  20. DreamForge-World 0.1 Preview: A Low-Compute Real-Time Controllable World Model

    Jun 29, 2026Daniyel Ayupov, Artur Markov-TsoyVideo World ModelsReal-Time Systems

  21. TempAct: Advancing Temporal Plausibility in Autoregressive Video Generation via Planner-Executor RL

    Jun 26, 2026Jing Wang, Xiangxin Zhou, Jiajun Liang +5Autoregressive Video GenerationAutoregressive Diffusion

  22. Directing the World: Fast Autoregressive Video Generation with Compositional Human-Camera Control

    Jun 26, 2026Haoyuan Wang, Yabo Chen, Haibin Huang +2Autoregressive Video GenerationVideo World Models

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

    Jun 15, 2026Zhenhua Wu, Yun Pang, Mingkun Chang +4Dynamic Driving ScenesScene Reconstruction

  24. GeoStream: Toward Precise Camera Controlled Streaming Video Generation

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

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

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

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

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

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

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

  28. DSA: Dynamic Step Allocation for Fast Autoregressive Video Generation

    Jun 3, 2026Thanh-Tung Le, Yunhan Zhao, Menglei Chai +5Autoregressive Video Diffusion ModelsAutoregressive Video Generation

  29. AAD-1: Asymmetric Adversarial Distillation for One-Step Autoregressive Video Generation

    Jun 2, 2026Haobo Li, Yanhong Zeng, Yunhong Lu +6Autoregressive Video GenerationDataset Distillation

  30. Robust Dreamer: Deviation-Aware Latent Gaussian Memory for Action-Controlled AR Video Generation

    May 29, 2026Hanlin Chen, Jiaxin Wei, Xibin Song +5Autoregressive Video GenerationVideo Latents

  31. OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation

    May 28, 2026Lin Zhao, Yushu Wu, Yifan Gong +2Autoregressive Video GenerationLong Video Generation

  32. On-Policy Adversarial Flow Distillation for Autoregressive Video Generation

    May 25, 2026Yang Luo, Shengju Qian, Xiaohang Tang +4Autoregressive Video GenerationVideo Generation

  33. One-Forcing: Towards Stable One-Step Autoregressive Video Generation

    May 22, 2026Jiaqi Feng, Justin Cui, Yuanhao Ban +1Autoregressive Video Generation

  34. DySink: Dynamic Frame Sinks for Autoregressive Long Video Generation

    May 20, 2026Bo Ye, Xinyu Cui, Jian Zhao +2Autoregressive Video GenerationVideo Generation

  35. Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory

    May 18, 2026Jinzhuo Liu, Jiangning Zhang, Wencan Jiang +5Long Video GenerationAutoregressive Video Generation

  36. FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization

    May 15, 2026Quanjian Song, Yefeng Shen, Mengting Chen +5GarmentsAutoregressive Video Generation

  37. Head Forcing: Long Autoregressive Video Generation via Head Heterogeneity

    May 14, 2026Jiahao Tian, Yiwei Wang, Gang Yu +1Autoregressive Video Diffusion ModelsAutoregressive Video Generation

  38. Delta Forcing: Trust Region Steering for Interactive Autoregressive Video Generation

    May 14, 2026Yuheng Wu, Xiangbo Gao, Tianhao Chen +4Autoregressive Video GenerationVideo Generation

  39. Pyramid Forcing: Head-Aware Pyramid KV Cache Policy for High-Quality Long Video Generation

    May 13, 2026Jiayu Chen, Junbei Tang, Wenbiao Zhao +6Autoregressive Video GenerationInteractive Video Generation

  40. RealCam: Real-Time Novel-View Video Generation with Interactive Camera Control

    May 7, 2026Youcan Xu, Jiaxin Shi, Zhen Wang +5Autoregressive Video GenerationReal-Time Systems

  41. Motion-Aware Caching for Efficient Autoregressive Video Generation

    May 3, 2026Jing Xu, Yuexiao Ma, Xuzhe Zheng +7Autoregressive Video GenerationCache

  42. Mutual Forcing: Dual-Mode Self-Evolution for Fast Autoregressive Audio-Video Character Generation

    Apr 28, 2026Yupeng Zhou, Lianghua Huang, Zhifan Wu +7Autoregressive Video GenerationAudio-Video Generation