Dimitrios Katsikas

Your Dissimilarities Define You: Complementary Learning Exploiting Class Diversities

In this work, we exploit class dissimilarities to provide complementary learning information beyond correct classification, that is not fully utilized in existing learning paradigms. To model these dissimilarities, we introduce the concept of an opposite-class, which consists of everything that is n