ASTER: Latent Pseudo-Anomaly Generation for Unsupervised Time-Series Anomaly Detection

Romain Hermary, Samet Hicsonmez, Dan Pineau +2

Time-series anomaly detection (TSAD) is critical in domains such as industrial monitoring, healthcare, and cybersecurity, but it remains challenging due to rare and heterogeneous a…