Bridging Generalization and Personalization in Human Activity Recognition via On-Device Few-Shot Learning

Pixi Kang, Julian Moosmann, Mengxi Liu +4

Human Activity Recognition (HAR) with different sensing modalities requires both strong generalization across diverse users and efficient personalization for individuals. However,…