Long Video Generation

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9 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. In-Distribution Forcing for Long Video Generation at Test Time

    Oct 2, 2026Jeongwoo Shin, Youngyoon Choi, Sangwoo Jo +5Long Video GenerationVideo Diffusion Models

    Seoul National University · Korea University · Sungkyunkwan University +1

  2. Towards Subject Consistency over Dynamic Subject Sets in Video Generation

    Oct 1, 2026Tongcheng Zhang, Jun Zhu, Jianfei ChenLong Video GenerationIdentity-Preserving Video Generation

    Dept. of Comp. Sci. and Tech., Institute for AI, BNRist Center, THBI Lab, Tsinghua-Bosch Joint ML Center, Tsinghua University

  3. Complementary Retrieval-Augmented Prompting for Consistent Long-Form Video Generation

    Sep 29, 2026Xianghan Wei, Xiaoda Yang, Zhi Wang +7Long Video GenerationAgentic RAG

  4. Compress to Remember: Learning Compact Memory via On-Policy Distillation for Long Video Generation

    Sep 28, 2026Xiaoyu Wu, Weihang Guo, Yifei Wang +3Video Diffusion ModelsLong Video Generation

    Carnegie Mellon University · Rice University

  5. FlowAct-R2: Beyond Talking Avatar via Streaming Multimodal References and Proactive Agent Planning

    Sep 28, 2026Ziyao Huang, Zhengkun Rong, Shiyang Qin +5Action-Conditioned Video GenerationReal-Time Interactive Video Generation

    Bytedance Intelligent Creation

  6. StoryEngine: A State-Grounded Agentic Framework for Video Storytelling

    Sep 27, 2026Yingrui Wang, Zeqing Wang, Yeying JinLong Video GenerationAgentic Video Generation

    Tencent · National University of Singapore

  7. WanPE: Towards Cinematic Prompt Enhancement for Modern Text-to-Video Generation

    Sep 24, 2026Yubo Zhu, Yawen Shao, Ziyun Dai +27Text-to-Video GenerationLong Video Generation

    Nanjing University · Wan Team, Alibaba Group · University of Science and Technology of China +2

  8. LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual Workflows

    Sep 14, 2026Xiaofeng Mao, Peijia Lin, Shaohao Rui +3Diffusion TransformerLong Video Generation

    LynnReal AI

  9. Better Call CineCrew: Consistent Ultra-Long Narrative-to-Film Generation

    Sep 7, 2026Jiaben Chen, Sixun Dong, Qinhong Zhou +4Text-to-Video GenerationLong Video Generation

    University of Massachusetts Amherst, Amherst, MA 01003, USA · Massachusetts Institute of Technology, Cambridge, MA 02139, USA

  10. Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation

    Sep 3, 2026Yingmao Miao, Pengfei Zhang, Chaoran Xu +5Long Video GenerationVideo Generation

    1Xi’an Jiaotong University · 2DreamX Team, Alibaba Group · †Work done during an internship at DreamX Team, Alibaba Group +1

  11. Diff-VF: Training-free High-quality Long Video Generation via Diffusion Model

    Aug 6, 2026Haoning Yang, Xinyuan Chen, Yaohui Wang +1Diffusion Model GuidanceVideo Diffusion Models

    Shanghai Jiao Tong University, Shanghai, China · Shanghai Artificial Intelligence Laboratory, Shanghai, China

  12. Ripple: Real-Time Streaming Audio-Video Generation With Cross-Modal Recurrent Memory

    Jul 29, 2026Yanbo Ding, Zhizhi Guo, Quanyue Song +4Audio-Video GenerationLong Video Generation

    Shenzhen Key Lab of Computer Vision and Pattern Recognition, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences · China Telecom Artificial Intelligence Technology (Beijing) Co., Ltd., China · School of Artificial Intelligence, University of Chinese Academy of Sciences +2

  13. CineWeaver: Training-Free Reference-Controllable Multi-Shot Long Video Generation for Cinematic Storytelling

    Jul 29, 2026Yuyang Huang, Yabo Chen, Wenrui Dai +6Video Diffusion ModelsLong Video Generation

    Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China. · Institute of Artificial Intelligence (TeleAI), China Telecom, China. · Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.

  14. SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation

    Jul 23, 2026Junsong Chen, Jincheng Yu, Yitong Li +11Video Diffusion ModelsAttention Residual Connections

    NVIDIA

  15. FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling

    Jul 21, 2026Jialong Zuo, Haotong Zuo, Shiwei Zhang +5Text-to-Video GenerationLong Video Generation

    1Huazhong University of Science and Technology · 2Wan Team, Alibaba Group

  16. SlotMem: Character-Addressable Internal Memory for Narrative Long Video Generation

    Jul 17, 2026Yilai Liu, Xin Zhang, Shiyuan Zhang +1Long Video GenerationMemory-Augmented Video Generation

    1The University of Hong Kong · 2Tsinghua University

  17. Wan-Dancer: A Hierarchical Framework for Minute-scale Coherent Music-to-Dance Generation

    Jul 10, 2026Mingyang Huang, Peng Zhang, Li Hu +2Video Diffusion ModelsLong Video Generation

    Tongyi Lab, Alibaba Group

  18. MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing

    Jul 6, 2026Gal Fiebelman, Hadar Averbuch-Elor, Sagie BenaimMulti-View ConsistencyVideo Diffusion Models

    The Hebrew University of Jerusalem · Cornell University

  19. Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model

    Jul 3, 2026Xinyin Ma, Julius Berner, Chao Liu +3Video Diffusion ModelsAutoregressive Diffusion

    Electrical and Computer Engineering, National University of Singapore, Singapore · NVIDIA Research, California, USA

  20. Vidu S1: A Real-Time Interactive Video Generation Model

    Jul 3, 2026Jintao Zhang, Kai Jiang, Jintao Chen +24Video Diffusion ModelsReal-Time Interactive Video Generation

    Tsinghua University, Shengshu Technology · Shengshu Technology

  21. Towards Error-Free Long Video Generation

    Jun 21, 2026Shuning Chang, Weihua Chen, Jiasheng Tang +8Video Diffusion ModelsLong Video Generation

    Zhejiang University · Alibaba Group

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

    Jun 18, 2026Yixuan Lai, Tianjia Shao, Kun Zhou +3Long Video GenerationMemory-Augmented Video Generation

    State Key Lab of CAD&CG Zhejiang University Hangzhou, China · Fudan University Shanghai, China · Baidu Beijing, China

  23. Bridging Creative Intent and Visual Quality: Creator-Driven Recurrent Video Generation with Agentic Feedback Loops

    Jun 17, 2026Denis Savytski, Aiden Lei, Heding Liu +4Long Video GenerationHuman-in-the-Loop AI

    Department of Computer Science, University of California, Davis, USA · The Harker School · Basis Independent Silicon Valley +1

  24. Closed-Loop Triplet Synergistic Generation for Long-Form Video

    Jun 15, 2026Xinlei Yin, Xiulian Peng, Xiao Li +2Long Video GenerationMemory-Augmented Video Generation

    Microsoft Research Asia · University of Science and Technology of China

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

    Jun 12, 2026Xuan Wei, Longbin Ji, Guan Wang +5Long Video GenerationMemory-Augmented Video Generation

    Xiamen University · ERNIE Team, Baidu Inc.

  26. CineDance: Towards Next-Generation Multi-Shot Long-Form Cinematic Audio-Video Generation

    Jun 8, 2026Yuheng Chen, Teng Hu, Yuji Wang +7Audio-Video GenerationText-to-Video Generation

    Shanghai Jiao Tong University, Shanghai, China. · University of Electronic Science and Technology of China, Chengdu, China. · Zhejiang University, Hangzhou, China. +2

  27. MilliVid: Hierarchical Latents for Long-Range Consistency in Video Generation

    Jun 8, 2026Ishaan Preetam Chandratreya, David Charatan, Basile Van Hoorick +4Video Diffusion ModelsLong Video Generation

    Massachusetts Institute of Technology · Toyota Research Institute

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

    Jun 6, 2026Jianhui Wei, Yan Zhang, Jie Tan +7Long Video GenerationAgentic Video Generation

    Zhejiang University · ByteDance

  29. Echo-Infinity: Learning Evolving Memory for Real-Time Infinite Video Generation

    Jun 3, 2026Yuxuan Bian, Zeyue Xue, Songchun Zhang +9Long Video GenerationMemory-Augmented Video Generation

    1The Chinese University of Hong Kong · 2Joy Future Academy, JD · 3The Hong Kong University of Science and Technology +4

  30. Video-Mirai: Autoregressive Video Diffusion Models Need Foresight

    Jun 2, 2026Yonghao Yu, Lang Huang, Runyi Li +2Video Diffusion ModelsAutoregressive Diffusion

    The University of Tokyo · National Institute of Informatics · Peking University