Activation Subspaces for Out-of-Distribution Detection

Barış Zöngür, Robin Hesse, Stefan Roth

To ensure the reliability of deep models in real-world applications, out-of-distribution (OOD) detection methods aim to distinguish samples close to the training distribution (in-d…