Shuxin Qin

Memory-Augmented U-Transformer For Multivariate Time Series Anomaly Detection

Unsupervised anomaly detection for multivariate time series is challenging due to the diversity of anomalies and the increased scale of dimensions. Recently, reconstruction-based methods have played an important role and made impressive progress. However, these methods can easily suffer from overfit…