Detecting Novelties with Empty Classes

Svenja Uhlemeyer, Julian Lienen, Eyke Hüllermeier +1

For open world applications, deep neural networks (DNNs) need to be aware of previously unseen data and adaptable to evolving environments. Furthermore, it is desirable to detect a…