Achieving Generalizable Robustness of Deep Neural Networks by Stability Training

no code implementations • 3 Jun 2019 • Jan Laermann, Wojciech Samek, Nils Strodthoff

We study the recently introduced stability training as a general-purpose method to increase the robustness of deep neural networks against input perturbations.

Data Augmentation General Classification +1