Explainable Deep Few-shot Anomaly Detection with Deviation Networks

Guansong Pang, Choubo Ding, Chunhua Shen +1

Existing anomaly detection paradigms overwhelmingly focus on training detection models using exclusively normal data or unlabeled data (mostly normal samples). One notorious issue…