A New Framework to Analyse the Distributional Robustness of Deep Neural Networks

Divij Khaitan, Subhashis Banerjee

Deep neural networks have achieved impressive performance on a variety of tasks, but their brittleness to distributional shifts remains a significant barrier to real-world deployme…