Out-of-Distribution Detection from Small Training Sets using Bayesian Neural Network Classifiers

Kevin Raina, Tanya Schmah

Out-of-Distribution (OOD) detection is critical to AI reliability and safety, yet in many practical settings, only a limited amount of training data is available. Bayesian Neural N…