Self-supervised learning based on local attention encoding module for human activity recognition with wearable data

A self-supervised transfer learning method based on a local attention encoding module (LAEM) is proposed for human activity recognition using wearable devices. This method effectively captures spatiotemporal features through the local attention mechanism and leverages a self-supervised learning s…