Leveraging Model Interpretability and Stability to increase Model Robustness

1 code implementation • 1 Oct 2019 • Fei Wu, Thomas Michel, Alexandre Briot

We then use an error detector in the form of a binary classifier on top of the DNN to automatically discriminate wrong and correct predictions of the DNN based on their hidden unit activations.

Image Classification