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

arXiv:2609.33610v1 Announce Type: new Abstract: Time series anomaly detection (TSAD) remains challenging not only because anomaly labels are scarce, but also because temporal anomalies are highly context-dependent. Existing methods often rely on unsupervised o