Enhanced Fine-grained Motion Diffusion for Text-driven Human Motion Synthesis

no code implementations • 23 May 2023 • Dong Wei, Xiaoning Sun, Huaijiang Sun, Bin Li, Shengxiang Hu, Weiqing Li, Jianfeng Lu

The emergence of text-driven motion synthesis technique provides animators with great potential to create efficiently.

Motion Synthesis valid

DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback

no code implementations • CVPR 2023 • Xiaoning Sun, Huaijiang Sun, Bin Li, Dong Wei, Weiqing Li, Jianfeng Lu

Let us rethink the real-world scenarios that require human motion prediction techniques, such as human-robot collaboration.

Human motion prediction motion prediction

Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction

no code implementations • 12 Oct 2022 • Dong Wei, Huaijiang Sun, Bin Li, Jianfeng Lu, Weiqing Li, Xiaoning Sun, Shengxiang Hu

This process offers a natural way to obtain the "whitened" latents without any trainable parameters, and human motion prediction can be regarded as the reverse diffusion process that converts the noise distribution into realistic future motions conditioned on the observed sequence.

motion prediction Stochastic Human Motion Prediction

Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction

no code implementations • 2 Aug 2022 • Xiaoning Sun, Qiongjie Cui, Huaijiang Sun, Bin Li, Weiqing Li, Jianfeng Lu

Previous works on human motion prediction follow the pattern of building a mapping relation between the sequence observed and the one to be predicted.

Human motion prediction motion prediction +3