Open-Set Recognition with Gaussian Mixture Variational Autoencoders

Alexander Cao, Yuan Luo, Diego Klabjan

In inference, open-set classification is to either classify a sample into a known class from training or reject it as an unknown class. Existing deep open-set classifiers train exp…