Unraveling the "Anomaly" in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution

Yuting Sun, Guansong Pang, Guanhua Ye +3

The ongoing challenges in time series anomaly detection (TSAD), notably the scarcity of anomaly labels and the variability in anomaly lengths and shapes, have led to the need for a…