Image Modeling with Deep Convolutional Gaussian Mixture Models

Alexander Gepperth, Benedikt Pfülb

In this conceptual work, we present Deep Convolutional Gaussian Mixture Models (DCGMMs): a new formulation of deep hierarchical Gaussian Mixture Models (GMMs) that is particularly…