Zhengming Lu

DCS: Debiased Contrastive Learning with Weak Supervision for Time Series Classification

Self-supervised contrastive learning (SSCL) has performed excellently on time series classification tasks. Most SSCL- based classification algorithms generate positive and negative samples in the time or frequency domains, focusing on mining similarities between them. However, two issues are not wel…