CVPR2025

HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation

Boyuan Wang, Xiaofeng Wang, Chaojun Ni, Guosheng Zhao, Zhiqin Yang, Zheng Zhu, Muyang Zhang, Yukun Zhou, Xinze Chen, Guan Huang, Lihong Liu, Xingang Wang

Abstract

Human-motion video generation has been a challenging task, primarily due to the difficulty inherent in learning hu-This CVPR paper is the Open Access version, provided by the Computer Vision Foundation. Except for this watermark, it is identical to the accepted version; the final published version of the proceedings is available on IEEE Xplore.