University of Southern California（南加州大学）

CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signals

CPEP：对比姿态-肌电预训练增强肌电信号上的手势泛化

Wenhui Cui, Christopher Sandino, Hadi Pouransari, Ran Liu, Juri Minxha, Ellen Zippi, Aman Verma, Anna Sedlackova, Erdrin Azemi, Behrooz Mahasseni

机构 * Apple（苹果公司） ； Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California（明希部门电子与计算机工程系，南加州大学） 纠错

AI总结 CPEP通过对比姿态和肌电表示提升手势分类性能，实现零样本学习和分布外泛化。

Comments Accepted by 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: Foundation Models for the Brain and Body