Typicalness-Aware Learning for Failure Detection

Yijun Liu, Jiequan Cui, Zhuotao Tian +4

Deep neural networks (DNNs) often suffer from the overconfidence issue, where incorrect predictions are made with high confidence scores, hindering the applications in critical sys…