Continual Rare-Class Recognition with Emerging Novel Subclasses

Hung Nguyen, Xuejian Wang, Leman Akoglu

Given a labeled dataset that contains a rare (or minority) class of of-interest instances, as well as a large class of instances that are not of interest, how can we learn to recog…