Input complexity and out-of-distribution detection with likelihood-based generative models

Joan Serrà, David Álvarez, Vicenç Gómez +3

Likelihood-based generative models are a promising resource to detect out-of-distribution (OOD) inputs which could compromise the robustness or reliability of a machine learning sy…