CAST: Context- and Anomaly Structure-Conditioned Time Series Anomaly Generation

Haochen Zhang, Jie Peng, Songyuan Sui +3

Anomalous time series play a critical role in safety-critical domains, yet they are inherently scarce, heterogeneous, and costly to obtain. Existing time series generation methods…