StatioCL: Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast

Yu Wu, Ting Dang, Dimitris Spathis +2

Contrastive learning (CL) has emerged as a promising approach for representation learning in time series data by embedding similar pairs closely while distancing dissimilar ones. H…