OLED: One-Class Learned Encoder-Decoder Network with Adversarial Context Masking for Novelty Detection

John Taylor Jewell, Vahid Reza Khazaie, Yalda Mohsenzadeh

Novelty detection is the task of recognizing samples that do not belong to the distribution of the target class. During training, the novelty class is absent, preventing the use of…