ALGAN: Anomaly Detection by Generating Pseudo Anomalous Data via Latent Variables

Hironori Murase, Kenji Fukumizu

In many anomaly detection tasks, where anomalous data rarely appear and are difficult to collect, training using only normal data is important. Although it is possible to manually…