DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection

Wenxin Zhang, Xiaojian Lin, Wenjun Yu +7

Time series anomaly detection holds notable importance for risk identification and fault detection across diverse application domains. Unsupervised learning methods have become pop…