Self-Supervised Learning of Disentangled Representations for Multivariate Time-Series

Ching Chang, Chiao-Tung Chan, Wei-Yao Wang +2

Multivariate time-series data in fields like healthcare and industry are informative but challenging due to high dimensionality and lack of labels. Recent self-supervised learning…