EOOD: Entropy-based Out-of-distribution Detection

Guide Yang, Chao Hou, Weilong Peng +4

Deep neural networks (DNNs) often exhibit overconfidence when encountering out-of-distribution (OOD) samples, posing significant challenges for deployment. Since DNNs are trained o…