3 papers
cs.CV2025
Mitigating Prior Shape Bias in Point Clouds via Differentiable Center Learning
Zhe Li, Xiying Wang, Jinglin Zhao +3
Masked autoencoding and generative pretraining have achieved remarkable success in computer vision and natural language processing, and more recently, they have been extended to th…
cs.CV2025
MulSMo: Multimodal Stylized Motion Generation by Bidirectional Control Flow
Zhe Li, Yisheng He, Lei Zhong +6
Generating motion sequences conforming to a target style while adhering to the given content prompts requires accommodating both the content and style. In existing methods, the inf…
cs.CV2025
LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning
Zhe Li, Weihao Yuan, Yisheng He +7
Language plays a vital role in the realm of human motion. Existing methods have largely depended on CLIP text embeddings for motion generation, yet they fall short in effectively a…