Human Motion Synthesis

AutoKeyframe: Autoregressive Keyframe Generation for Human Motion Synthesis and Editing

Bowen Zheng, Ke Chen, Yuxin Yao, Zijiao Zeng, Xinwei Jiang, He Wang, Joan Lasenby, Xiaogang Jin

Conference meta-only SIGGRAPH 2025 Animation & Simulation
Human Motion Synthesis Keyframe Generation Autoregressive Model Diffusion Model Motion Editing

DROP: Dynamics Responses from Human Motion Prior and Projective Dynamics

Yifeng Jiang, Jungdam Won, Yuting Ye, C. Karen Liu

Conference SIGGRAPH Asia 2023 Animation & Simulation
Physics-Based Animation Motion Prior Projective Dynamics Character Animation Generative Model Human Motion Synthesis

Monkey See, Monkey Do: Harnessing Self-attention in Motion Diffusion for Zero-shot Motion Transfer

Sigal Raab, Inbar Gat, Nathan Sala, Guy Tevet, Rotem Shalev-Arkushin, Ohad Fried, Amit Haim Bermano, Daniel Cohen-Or

Conference SIGGRAPH Asia 2024 Animation & Simulation
Motion Diffusion Motion Transfer Self Attention Zero-Shot Editing Human Motion Synthesis

Uni-Inter: Unifying 3D Human Motion Synthesis Across Diverse Interaction Contexts

Sheng Liu, Yuanzhi Liang, Jiepeng Wang, Sidan Du, Chi Zhang, Xuelong Li

Conference SIGGRAPH Asia 2025 Animation & Simulation
Human Motion Synthesis Human Object Interaction Human Scene Interaction Human Human Interaction Diffusion Model Volumetric Representation Occupancy Grid