Shaken, and Stirred: Long-Range Dependencies Enable Robust Outlier Detection with PixelCNN++

Barath Mohan Umapathi, Kushal Chauhan, Pradeep Shenoy +1

Reliable outlier detection is critical for real-world deployment of deep learning models. Although extensively studied, likelihoods produced by deep generative models have been lar…