W-JEPA: Wavelet Joint-Embedding Predictive Architecture for Wearable Activity Recognition

Yogesh Prabhu, Loki Natarajan, Jingjing Zou

A major challenge in wearable device activity recognition is the heterogeneity across datasets in sensor placement, channel count, sampling rate and subjects. Moreover, the motion…