Supervision Recovery for Time Series Anomaly Detection via Context-Anchored Pairing

Yifei Gao, Tian Lan, Yimeng Lu +5

Time series anomaly detection (TSAD) remains challenging not only because anomaly labels are scarce, but also because temporal anomalies are highly context-dependent. Existing meth…