Hierarchically Clustered Representation Learning

arXiv: Learning, 2019.

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Abstract:

The joint optimization of representation learning and clustering in the embedding space has experienced a breakthrough in recent years. In spite of the advance, clustering with representation learning has been limited to flat-level categories, which often involves cohesive clustering with a focus on instance relations. To overcome the lim...More

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