Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis

Christoph Berger, Magdalini Paschali, Ben Glocker +1

Image classification models deployed in the real world may receive inputs outside the intended data distribution. For critical applications such as clinical decision making, it is…