Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder

Longyuan Li, Junchi Yan, Haiyang Wang +1

Deep generative models have demonstrated their effectiveness in learning latent representation and modeling complex dependencies of time series. In this paper, we present a Smoothn…