Time Series Representation Learning with Supervised Contrastive Temporal Transformer

Yuansan Liu, Sudanthi Wijewickrema, Christofer Bester +2

Finding effective representations for time series data is a useful but challenging task. Several works utilize self-supervised or unsupervised learning methods to address this. How…