Novelty Detection via Contrastive Learning with Negative Data Augmentation

Chengwei Chen, Yuan Xie, Shaohui Lin +5

Novelty detection is the process of determining whether a query example differs from the learned training distribution. Previous methods attempt to learn the representation of the…