Beyond MoCap: Scaling Motion Tokenizers with Synthetic Human Motion for Generative Modeling

Yiwen Yan, Wanning He, Yu-Wing Tai

Human motion generation models are fundamentally constrained by the limited diversity of motion capture datasets, which predominantly contain common, repetitive actions and fail to…