Out-of-Distribution Example Detection in Deep Neural Networks using Distance to Modelled Embedding

Rickard Sjögren, Johan Trygg

Adoption of deep learning in safety-critical systems raise the need for understanding what deep neural networks do not understand after models have been deployed. The behaviour of…