Autoencoding Under Normalization Constraints

Sangwoong Yoon, Yung-Kyun Noh, Frank Chongwoo Park

Abstract: Likelihood is a standard estimate for outlier detection. The specific role of the normalization constraint is to ensure that the out-of-distribution (OOD) regime has a small likelihood when samples...