Topology of Out-of-Distribution Examples in Deep Neural Networks

Esha Datta, Johanna Hennig, Eva Domschot +2

As deep neural networks (DNNs) become increasingly common, concerns about their robustness do as well. A longstanding problem for deployed DNNs is their behavior in the face of unf…