On the Connection of Generative Models and Discriminative Models for Anomaly Detection

Jingxuan Pang, Chunguang Li

Anomaly detection (AD) has attracted considerable attention in both academia and industry. Due to the lack of anomalous data in many practical cases, AD is usually solved by first…