CARLA: Self-supervised Contrastive Representation Learning for Time Series Anomaly Detection

Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan +2

One main challenge in time series anomaly detection (TSAD) is the lack of labelled data in many real-life scenarios. Most of the existing anomaly detection methods focus on learnin…