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Daniel P. M. de Mello

1 accepted papers

2022

Top-Down Deep Clustering with Multi-Generator GANs

AAAI 2022technical

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 information irrelevant for clustering and has proven remarkably successful for high dimensional data spaces. Some DC meth…