Dimensionality-induced information loss of outliers in deep neural networks

Kazuki Uematsu, Kosuke Haruki, Taiji Suzuki +3

Out-of-distribution (OOD) detection is a critical issue for the stable and reliable operation of systems using a deep neural network (DNN). Although many OOD detection methods have…