Yoon Gyo Jung

Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection

2021

In one-class novelty detection, a model learns solely on the in-class data to single out out-class instances. Autoencoder (AE) variants aim to compactly model the in-class data to reconstruct it exclusively, thus differentiating the in-class …