Causality-Driven Audits of Model Robustness

Nathan Drenkow, William Paul, Chris Ribaudo +1

Robustness audits of deep neural networks (DNN) provide a means to uncover model sensitivities to the challenging real-world imaging conditions that significantly degrade DNN perfo…