Further Analysis of Outlier Detection with Deep Generative Models

Ziyu Wang, Bin Dai, David Wipf +1

The recent, counter-intuitive discovery that deep generative models (DGMs) can frequently assign a higher likelihood to outliers has implications for both outlier detection applica…