A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers

Niccolò Antonello, Philip N. Garner

Neural Network (NN) classifiers can assign extreme probabilities to samples that have not appeared during training (out-of-distribution samples) resulting in erroneous and unreliab…