KC Santosh

Explainable Novel Category Discovery in Semantic Concept Space

Ifrat Ikhtear Uddin, Yang Zhou, KC Santosh, Longwei Wang

Novel category discovery aims to identify unseen classes from unlabeled data by transferring knowledge from labeled categories, but most existing methods perform discovery in opaque latent feature spaces. As a result, they may separate novel categories accurately while providing…Read more