RoCA: Robust Contrastive One-class Time Series Anomaly Detection with Contaminated Data

Xudong Mou, Rui Wang, Bo Li +4

The accumulation of time-series signals and the absence of labels make time-series Anomaly Detection (AD) a self-supervised task of deep learning. Methods based on normality assump…