Motion Diffusion Models

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Breaking the Group Size Barrier: Parameter-Efficient Group Dance Generation with Chain-of-Dancers

    Oct 8, 2026Jing Xu, Cunjian Chen, Qiuhong KeHuman Motion GenerationMotion Diffusion Models

    Department of Data Science and Artificial Intelligence, Monash University, Australia

  2. CleanMDM: Clean Motion Diffusion Model for Multimodal Motion Cleanup

    Oct 4, 2026Zhe Li, Shicheng Wang, Bowen Cai +1Masked Diffusion ModelsMotion Diffusion Models

    Peking University · Light Origins · Alibaba

  3. Triangular Resampling for Long-Horizon Motion Generation

    Sep 28, 2026Kunhang Li, Yiyi Cai, Xiangyue Zhang +5Motion Diffusion ModelsHuman Motion Generation

    The University of Tokyo · Alaya Lab · Japan Advanced Institute of Science and Technology

  4. FloodDiffusion 2: Efficient and Path Controllable Streaming Motion Generation

    Sep 27, 2026Yiyi Cai, Yuhan Wu, Kunhang Li +6Motion Diffusion ModelsHuman Motion Generation

    Alaya Lab · The University of Tokyo · Japan Advanced Institute of Science and Technology +1

  5. Flexible Motion Generation from Language and Style References

    Sep 7, 2026Kai Weixian Lan, Bodie Criswell, Briana Fedkiw +3Text-to-Motion GenerationMotion Diffusion Models

    University of California, Davis, USA · University of Utah, USA · Epic Games, USA +1

  6. Puppeteer: Object-Grounded Posture-Aware Co-Speech Gesture Generation

    Aug 31, 2026Vida Adeli, Soroush Mehraban, Jacob Rommann +3Motion Diffusion ModelsHuman Motion Generation

    Pickford AI · University of Toronto · Vector Institute

  7. Two2Four: Generative Quadruped Puppeteering from Human Motion

    Jul 28, 2026Fatemeh Zargarbashi, Zehong Qiu, Dhruv Agrawal +4Motion Diffusion ModelsMotion Retargeting

    DisneyResearch|Studios, Switzerland · ETH Zürich, Switzerland

  8. Retrieving and Refining Winning Noise Tickets for Diffusion-Based Motion Generation

    Jul 7, 2026Sakuya Ota, Qing Yu, Kent Fujiwara +2Diffusion Model AlignmentText-to-Motion Generation

    Institute of Science Tokyo, Tokyo, Japan · LY Corporation, Tokyo, Japan · National Institute of Informatics (NII), Tokyo, Japan

  9. ARMS: Anchor-Relational Motion Streaming for Seamless Solo-Social Motion Transitions

    Jul 7, 2026Huakun Liu, Qing Yu, Kent Fujiwara +2Motion Diffusion ModelsHuman Motion Generation

    Nara Institute of Science and Technology, Ikoma, Japan · LY Corporation, Tokyo, Japan

  10. SiGnature: Explicit Motion Diffusion for Stylized Semantic Gesture

    Jun 14, 2026Adi Rosenthal, Tomer Koren, Nadav Shaked +2Motion Diffusion ModelsHuman Motion Generation

    Reichman University, Israel

  11. Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them

    Jun 4, 2026Woojung Han, Seil Kang, Youngjun Jun +3Physical Consistency in Video GenerationImage-to-Video Generation

    1Yonsei University, South Korea · 2NVIDIA, Taiwan.

  12. AnyLift: Scaling Motion Reconstruction from Internet Videos via 2D Diffusion

    Apr 20, 2026Hongjie Li, Heng Yu, Jiaman Li +4Markerless Motion Capture3D Reconstruction

    Stanford University · H. Li is now with Peking University

  13. Marrying Text-to-Motion Generation with Skeleton-Based Action Recognition

    Apr 18, 2026Jidong Kuang, Hongsong Wang, Jie GuiSkeleton-Based Action RecognitionHuman Activity Recognition

    School of Cyber Science and Engineering, Southeast University, Nanjing, China · School of Computer Science and Engineering, Southeast University, Nanjing, China

  14. MoLingo: Motion-Language Alignment for Text-to-Human Motion Generation

    Dec 15, 2025Yannan He, Garvita Tiwari, Xiaohan Zhang +4Latent Diffusion ModelsText-to-Motion Generation

    University of Tübingen, Germany · Tübingen AI Center, Germany · Max Planck Institute for Informatics, Saarland Informatics Campus, Germany +2