Identity-Preserving Video Generation

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9 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Generating the Wild: Individual-Consistent Image-to-Video Generation for Wildlife

    Oct 4, 2026Yuzhuo Li, Di Zhao, Xinyu Zhang +2Image-to-Video GenerationIdentity-Preserving Video Generation

    School of Computer Science, University of Auckland Auckland, New Zealand

  2. PixReenact: Pixel-Conditioned Causal Video Diffusion for Streaming Head-Avatar Reenactment

    Oct 4, 2026Gavriel Habib, Dvir Samuel, Or Shimshi +1Video Diffusion ModelsIdentity-Preserving Video Generation

    OriginAI, Israel · NVIDIA

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

    Oct 2, 2026Yunseung Ok, Hyunsoo Kim, Minseo Kim +1Identity-Preserving Video GenerationStreaming Video Generation

    Kyung Hee University · The University of Texas at Austin

  4. Memory-Guided B-Roll Generation from User Video Collections

    Oct 1, 2026Cusuh Ham, Fabian Caba Heilbron, Josef Sivic +1Video-Reference Video GenerationMemory-Augmented Video Generation

    Adobe Research, Cambridge, USA · Adobe Research, San Jose, USA · Adobe Research, USA +2

  5. 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

  6. SubjectAnchor: Subject-Aware Memory-to-Video for Multi-Shot Storytelling

    Sep 28, 2026Xinyu Wang, Huafeng Shi, Zian Li +4Video Diffusion ModelsMemory-Augmented Video Generation

    Shenzhen International Graduate School, Tsinghua University · Kling Team · Peking University +1

  7. SignMimic: Robust High-Quality Sign Language Motion Generation via Human-Shape-Oblivious Pose Transfer Guidance

    Sep 12, 2026Zhewen He, Junyi Yu, Haomian Huang +2Identity-Preserving Video GenerationPose-Conditioned Video Generation

    New York University Abu Dhabi · ChatSign Technology

  8. Harnessing Intrinsic Subject-Aware Attention for Controllable Multi-Subject Video Generation

    Sep 11, 2026Niange Yu, Ye Tian, Biaolong Chen +5Diffusion TransformerIdentity-Preserving Video Generation

    Alibaba Group · Peking University

  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. Avatar-Forever: Decoupled Parallel Training for High-Quality Real-Time Infinite Avatars

    Aug 12, 2026Ruibin Li, Tao Yang, Zhiyuan Ma +3Audio-Video GenerationReal-Time Interactive Video Generation

    The Hong Kong Polytechnic University · ByteDance · AMD

  11. LiveAnimate: Stable Long-Form Streaming Human Animation in Real-Time

    Aug 12, 2026Yuxuan Zhang, Haozhong Xiong, Yubo Huang +6Diffusion TransformerReal-Time Interactive Video Generation

    The Chinese University of Hong Kong · Qwen Applications Business Group of Alibaba · Liblib AI

  12. UniVVT: A Unified End-to-End Framework for High-Fidelity Video Virtual Try-on

    Aug 6, 2026Yushe Cao, Shikun Feng, Fei Shen +5Virtual Try-OnIdentity-Preserving Video Generation

    Tsinghua University · Zhongguancun Academy · National University of Singapore +2

  13. Vorch-IR: Long-Form Unified Multimodal Identity Replacement Video Generation

    Aug 6, 2026Yaole Wang, Xiaoyu Chen, Xin Ma +5Unified Multimodal ModelsIdentity-Preserving Video Generation

    Vorch Team · Fudan University

  14. Proxy Avatar Meets Low-Rank Caching: Real-Time One-Shot Emotion-Controllable Portrait Animation

    Aug 3, 2026Haijie Yang, Jindi Bao, Yixuan Dong +6Video Diffusion ModelsIdentity-Preserving Video Generation

    Nanjing University of Science and Technology · Tsientang Institute for Advanced Study · Peking University +1

  15. LeapTalk: Breaking the Latency-Quality Trade-off in Talking Head Generation

    Jul 29, 2026Rongxiang Zhang, Songhua LiuAudio-Video GenerationDiffusion Model Distillation

    School of Artificial Intelligence, Shanghai Jiao Tong University · 2Harbin Institute of Technology

  16. TaoMate: Anchor-Guided Memory Bridging Evolving and Reference States for Real-Time Audio-Video Digital Human Generation

    Jul 27, 2026Qijun Gan, Chenwei Zhang, Meiguang Jin +2Audio-Video GenerationMemory-Augmented Video Generation

    Taobao & Tmall Group of Alibaba · Nanjing University

  17. ViDS: Video Diffusion Shader using 3D Face Tracking

    Jul 27, 2026Wenbo Ji, Davide Davoli, Zhe Chen +3Identity-Preserving Video GenerationVideo Generation

    Technical University of Munich · Toyota Motor Europe NV/SA · Woven by Toyota

  18. AptAvatar: Fast and Vivid Long-Form Audio-Driven Video Generation for Production-Ready Avatars

    Jul 27, 2026Hengyuan Zhang, Jingna Sun, Meiguang Jin +1Video Diffusion ModelsLong-Horizon Video Generation

    Alibaba Group, Taobao and Tmall Group

  19. OmniMate: Open-Ended Real-Time Streaming Audio-Visual Generation for Interactive Avatars

    Jul 25, 2026Quanyue Song, Yishan He, Yanbo Ding +4Audio-Video GenerationReal-Time Interactive Video Generation

    State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, China · China Telecom Artificial Intelligence Technology (Beijing) Co., Ltd., China · Shenzhen Key Laboratory of Computer Vision and Pattern Recognition, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

  20. ID-V2V: Identity-Preserving Video Restylization

    Jul 24, 2026Yuancheng Xu, Mingming He, Pablo Salamanca +5Video-Reference Video GenerationIdentity-Preserving Video Generation

    Netflix, United States of America · Eyeline Labs, United States of America · Adobe, United States of America

  21. Vera: Identity-Faithful Human Subject-to-Video Generation

    Jul 22, 2026Yulong Xu, Xinyue Liu, Shujuan Li +6Video Diffusion ModelsIdentity-Preserving Video Generation

    Kuaishou Technology · Institute of Automation, Chinese Academy of Sciences · Tsinghua University

  22. Keyframe-Anchored Identity Preservation for Sequential-Action Video Generation

    Jul 20, 2026Zhenjie Liu, Binyan Chen, Hao Chen +2Action-Conditioned Video GenerationText-to-Video Generation

    University of Science and Technology of China Hefei, China

  23. MultiAnimate: A Unified Framework for Controllable Multi-Character Animation

    Jul 15, 2026Zhongyi Zhang, Guangyuan Wang, Li Hu +6Identity-Preserving Video GenerationHuman Motion Generation

    School of Cyber Science and Technology, University of Science and Technology of China, Fuxing Road 100, Hefei, 230026, Anhui, China. · Tongyi Lab, Alibaba Group, Dengcai Road 1008, Hangzhou, 310023, Zhejiang, China. · College of Computing and Data Science, Nanyang Technological University, Jurong West, Singapore, 639798, Singapore, Singapore.

  24. Aura: Consistent Multi-Subject Video Generation via VLM-Grounded Semantic Alignment

    Jul 5, 2026Zixiang Zhou, Zhentao Yu, Yifeng Ma +9Video Diffusion ModelsIdentity-Preserving Video Generation

    Tencent Hunyuan

  25. Customizing Video Portraits via Identity-ActionDecoupling

    Jun 21, 2026Junxiong Lin, Haoran Wang, Xinji Mai +4Text-to-Video GenerationIdentity-Preserving Video Generation

    College of Intelligent Robotics and Advanced Manufacturing, Fudan University · The University of Hong Kong · College of Computer Science and Artificial Intelligence, Fudan University

  26. Avatar V: Scaling Video-Reference Avatar Video Generation

    Jun 11, 2026Benjamin Liang, Ce Chen, Desmond Lin +20Video-Reference Video GenerationIdentity-Preserving Video Generation

    HeyGen Research

  27. A Comprehensive Ecosystem for Open-Domain Customized Video Generation

    Jun 10, 2026Jingxu Zhang, Yuqian Hong, Daneul Kim +6Video-Reference Video GenerationIdentity-Preserving Video Generation

    University of Science and Technology of China · 2Microsoft Research Asia · *Work done during internship at Microsoft Research Asia. +1

  28. ARGUS: Stacked Multi-View Identity Mosaic Injection for Subject-Preserving Video Generation

    Jun 10, 2026Zijie Meng, Jiwen Liu, Yufei Liu +5Video Diffusion ModelsIdentity-Preserving Video Generation

    Peking University · Kuaishou Technology · Xiamen University

  29. HarmoView: Harmonizing Multi-View Constraints for Identity-Consistent Video Generation

    Jun 9, 2026Cong Wang, Zhentao Yu, Hongmei Wang +7Multi-View ConsistencyVideo Diffusion Models

    Tencent Hunyuan

  30. Spatial-Temporal Decoupled Reference Conditioning for Identity-Preserving Text-to-Video Generation

    Jun 1, 2026Yuheng Chen, Teng Hu, Yuji Wang +3Diffusion Model GuidanceVideo Diffusion Models

    Shanghai Jiao Tong University Shanghai, Shanghai, China · University of Electronic Science and Technology of China Chengdu, Sichuan, China · Zhejiang University Hangzhou, Zhejiang, China