Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework

Fei Ye, Huangjie Zheng, Chaoqin Huang +1

Surrogate task based methods have recently shown great promise for unsupervised image anomaly detection. However, there is no guarantee that the surrogate tasks share the consisten…