TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis

Zhiyu Liang, Chen Liang, Zheng Liang +2

Unsupervised (a.k.a. Self-supervised) representation learning (URL) has emerged as a new paradigm for time series analysis, because it has the ability to learn generalizable time s…