Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets?

Ryne Roady, Tyler L. Hayes, Ronald Kemker +2

Supervised classification methods often assume the train and test data distributions are the same and that all classes in the test set are present in the training set. However, dep…