Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More

Xiulong Yang, Hui Ye, Yang Ye +2

Joint Energy-based Model (JEM) of Grathwohl et al. shows that a standard softmax classifier can be reinterpreted as an energy-based model (EBM) for the joint distribution p(x,y); t…