Not all Failure Modes are Created Equal: Training Deep Neural Networks for Explicable (Mis)Classification

Alberto Olmo, Sailik Sengupta, Subbarao Kambhampati

Deep Neural Networks are often brittle on image classification tasks and known to misclassify inputs. While these misclassifications may be inevitable, all failure modes cannot be…