Self-Supervised Anomaly Detection by Self-Distillation and Negative Sampling

Nima Rafiee, Rahil Gholamipoorfard, Nikolas Adaloglou +3

Detecting whether examples belong to a given in-distribution or are Out-Of-Distribution (OOD) requires identifying features specific to the in-distribution. In the absence of label…