Analysis of Confident-Classifiers for Out-of-distribution Detection

Sachin Vernekar, Ashish Gaurav, Taylor Denouden +4

Discriminatively trained neural classifiers can be trusted, only when the input data comes from the training distribution (in-distribution). Therefore, detecting out-of-distributio…