Temporal Consistency in Video Generation

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30 papers in the last four weeks, up 275% on the four weeks before. 0.3% of all new papers.

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  1. LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing

    Jun 25, 2026Xinyu Wang, Chongbo Zhao, Fangneng Zhan +1Video Diffusion ModelsVideo Editing

    THU · HKUST

  2. MVTrack4Gen: Multi-View Point Tracking as Geometric Supervision for 4D Video Generation

    Jun 24, 2026JoungBin Lee, Jaewoo Jung, Jongmin Lee +8Multi-View ConsistencyCamera-Conditioned Video Generation

    1KAIST AI · 2Sony AI · 3Sony Group Corporation

  3. Compression and Retrieval: Implicit Memory Retrieval for Video World Models

    Jun 22, 2026Zhan Peng, Jie Ma, Huiqiang Sun +6Long-Horizon Video GenerationMemory-Augmented Video Generation

    Huazhong University of Science and Technology, China · HUJING Digital Media & Entertainment Group, China · Sun Yat-sen University, China

  4. RoboGaze: Evaluating Robot World Models via Structured Vision-Language Analysis

    Jun 22, 2026Minh-Loi Nguyen, Nghiem Tuong Diep, Hung Khang Nguyen +10VLM EvaluationRobot Manipulation Benchmarks

    Center for AI Research, VinUniversity · 2VinRobotics · 3DFKI +3

  5. InteractiveAvatar: Real-Time Streaming Video Generation for Consistent and Intent-Aware Avatars

    Jun 22, 2026Quanyue Song, Yishan He, Yanfei Zhang +6Real-Time Interactive Video GenerationMemory-Augmented 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 · State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, China +1

  6. Towards Error-Free Long Video Generation

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

    Zhejiang University · Alibaba Group

  7. 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

  8. CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation

    Jun 20, 2026Wenhu Zhang, Kun Cheng, Changyuan Wang +7Video Diffusion ModelsDiffusion Model Distillation

    1HKUST · 2Wan Team, Alibaba Group · 3THU +2

  9. UnityShots: Memory-Driven Multi-Shot Audio-Video Generation with Boundary-Aware Gating

    Jun 19, 2026Jiehui Huang, Yuechen Zhang, Bin Xia +7Audio-Video GenerationMemory-Augmented Video Generation

    The Hong Kong University of Science and Technology · Kling Team, Kuaishou Technology · The Chinese University of Hong Kong +2

  10. 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

  11. Current World Models Lack a Persistent State Core

    Jun 18, 2026Jinpeng Lu, Dexu Zhu, Haoyuan Shi +8Physical Consistency in Video GenerationWorld Models

    University of Science and Technology of China · Beijing Innovation Center of Humanoid Robotics (X-Humanoid) · NLPR, Institute of Automation, Chinese Academy of Sciences +3

  12. FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model

    Jun 18, 2026Yuhwan Jeong, Hyeonseong Kim, Daehyun We +5Synthetic Data AugmentationVideo Diffusion Models

    KAIST, Visual Intelligence Lab

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

    Jun 18, 2026Meixi Li, Xianlin Zhang, Yue Zhang +1Image-to-Video GenerationVideo Diffusion Models

    Beijing University of Posts and Telecommunications

  14. SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics

    Jun 18, 2026Wentao Pan, Wuyang Li, Shengyuan Liu +3World ModelsVideo Prediction

    The Chinese University of Hong Kong · EPFL · Imperial College London

  15. LooseControlVideo: Directorial Video Control using Spatial Blocking

    Jun 17, 2026Shariq Farooq Bhat, Niloy J. Mitra, Kalyan SunkavalliPhysical Consistency in Video GenerationControllable Video Generation

    Adobe Research

  16. SC3-Eval: Evaluating Robot Foundation Models via Self-Consistent Video Generation

    Jun 17, 2026Wei-Cheng Tseng, Gashon Hussein, Yuzhu Dong +9Action-Conditioned Video GenerationPhysical Consistency in Video Generation

    University of Toronto · Vector Institute · NVIDIA +3

  17. Edit3DGS: Unified Framework for Dynamic Head Editing via 2D Instruction-Guided Diffusion and 3D Gaussian Splatting

    Jun 16, 2026Duy-Dat Tran, Trung-Nghia Le3D Scene EditingVideo Editing

    University of Science, VNU-HCM, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam

  18. PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory

    Jun 15, 2026Shuai Yang, Bingjie Gao, Ziwei Liu +3Multi-View ConsistencyMemory-Augmented Video Generation

    Shanghai Jiao Tong University · S-Lab, Nanyang Technological University · Shanghai Innovation Institute +2

  19. RGFVR: Reference-Guided Face Video Restoration with Flow Matching

    Jun 15, 2026Cem Eteke, Batuhan Tosun, Eckehard SteinbachVideo Diffusion ModelsVideo Restoration

    Chair of Media Technology Munich Institute of Robotics and Machine Intelligence School of Computation, Information, and Technology Technical University of Munich 80333 Munich, Germany

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

    Jun 15, 2026Zhenhua Wu, Yun Pang, Mingkun Chang +43D Gaussian SplattingSim-to-Real Transfer

    1Sun Yat-sen University · 2Shanghai Innovation Institute · 3Shenzhen Loop Area Institute

  21. 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

  22. Track2View: 4D-Consistent Camera-Controlled Video Generation via Paired 3D Point Tracks

    Jun 14, 2026Feng Qiao, Zhaochong An, Zhexiao Xiong +2Multi-View ConsistencyCamera-Controlled Video Generation

    Washington University in St. Louis · University of Copenhagen

  23. ReGenHuman: Re-Generating Human Appearances for Realistic Full-Body Video Anonymization

    Jun 12, 2026Adam Sun, Eshaan Barkataki, Arnold Milstein +2Video Diffusion ModelsTemporal Consistency in Video Generation

    Stanford University, Stanford, CA, USA

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

    Jun 11, 2026Yu Meng, Xiangyang Luo, Letian Li +5Long-Horizon Video GenerationDiffusion Model Caching

    Tsinghua University · D-INFK, ETH Zürich

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

    Jun 10, 2026Xu Zhang, Yu Lu, Ruijie Quan +3Physical Consistency in Video GenerationText-to-Video Generation

    ReLER, College of Artificial Intelligence, Zhejiang University · Huawei Central Research Institute

  26. 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

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

    Jun 9, 2026Yu Lu, Junjie Yang, Piotr Koniusz +2KV CachingLong-Horizon Video Generation

    Zhejiang University · University of New South Wales (UNSW) · Data61/CSIRO +1

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

    Jun 8, 2026Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2Latent Dynamics ModelingText-to-Video Generation

    SyCoIA - IMT Mines Alès · Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, China · SyCoIA, IMT Mines Ales, Ales, France

  29. 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

  30. OmniTryOn: Video Try-On Anything at Once!

    Jun 7, 2026Changliang Xia, Chengyou Jia, Minnan Luo +3Virtual Try-OnTemporal Consistency in Video Generation

    Xi’an Jiaotong University Xi’an, China