Out of Distribution Data Detection Using Dropout Bayesian Neural Networks

Andre T. Nguyen, Fred Lu, Gary Lopez Munoz +3

We explore the utility of information contained within a dropout based Bayesian neural network (BNN) for the task of detecting out of distribution (OOD) data. We first show how pre…