Variational- and metric-based deep latent space for out-of-distribution detection

Or Dinari, Oren Freifeld

Abstract: One popular deep-learning approach for the task of Out-Of-Distribution (OOD) detection is based on thresholding the values of per-class Gaussian likelihood of deep features. However, two issues ari...