Top-Down Deep Clustering with Multi-generator GANs

Daniel de Mello, Renato Assunção, Fabricio Murai

Deep clustering (DC) leverages the representation power of deep architectures to learn embedding spaces that are optimal for cluster analysis. This approach filters out low-level i…