Gradient-based Novelty Detection Boosted by Self-supervised Binary Classification

Jingbo Sun, Li Yang, Jiaxin Zhang +4

Novelty detection aims to automatically identify out-of-distribution (OOD) data, without any prior knowledge of them. It is a critical step in data monitoring, behavior analysis an…