EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation

no code implementations • 4 Dec 2023 • Wenyang Zhou, Zhiyang Dou, Zeyu Cao, Zhouyingcheng Liao, Jingbo Wang, Wenjia Wang, YuAn Liu, Taku Komura, Wenping Wang, Lingjie Liu

We introduce Efficient Motion Diffusion Model (EMDM) for fast and high-quality human motion generation.

Denoising Human Dynamics +1

VINECS: Video-based Neural Character Skinning

no code implementations • 3 Jul 2023 • Zhouyingcheng Liao, Vladislav Golyanik, Marc Habermann, Christian Theobalt

However, the former methods typically predict solely static skinning weights, which perform poorly for highly articulated poses, and the latter ones either require dense 3D character scans in different poses or cannot generate an explicit mesh with vertex correspondence over time.

Skeleton-free Pose Transfer for Stylized 3D Characters

1 code implementation • 28 Jul 2022 • Zhouyingcheng Liao, Jimei Yang, Jun Saito, Gerard Pons-Moll, Yang Zhou

We present the first method that automatically transfers poses between stylized 3D characters without skeletal rigging.

Pose Transfer

TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style

2 code implementations • CVPR 2020 • Chaitanya Patel, Zhouyingcheng Liao, Gerard Pons-Moll

While the low-frequency component is predicted from pose, shape and style parameters with an MLP, the high-frequency component is predicted with a mixture of shape-style specific pose models.

3D Human Pose Estimation 3D Shape Reconstruction