Learning and Evaluating Representations for Deep One-class Classification

Kihyuk Sohn, Chun-Liang Li, Jinsung Yoon +2

We present a two-stage framework for deep one-class classification. We first learn self-supervised representations from one-class data, and then build one-class classifiers on lear…