The Effect of Optimization Methods on the Robustness of Out-of-Distribution Detection Approaches

Vahdat Abdelzad, Krzysztof Czarnecki, Rick Salay

Deep neural networks (DNNs) have become the de facto learning mechanism in different domains. Their tendency to perform unreliably on out-of-distribution (OOD) inputs hinders their…