Kullback-Leibler Divergence-Based Out-of-Distribution Detection with Flow-Based Generative Models

Yufeng Zhang, Jialu Pan, Wanwei Liu +5

Recent research has revealed that deep generative models including flow-based models and Variational Autoencoders may assign higher likelihoods to out-of-distribution (OOD) data th…