Do Bayesian variational autoencoders know what they don't know?

Misha Glazunov, Apostolis Zarras

Abstract: The problem of detecting the Out-of-Distribution (OoD) inputs is of paramount importance for Deep Neural Networks. It has been previously shown that even Deep Generative Models that allow estimatin...