Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy

Qing Yu, Kiyoharu Aizawa

Since deep learning models have been implemented in many commercial applications, it is important to detect out-of-distribution (OOD) inputs correctly to maintain the performance o…