Zhiyi Dai

Deep Taxonomic Networks for Unsupervised Hierarchical Prototype Discovery

Inspired by the human ability to learn and organize knowledge into hierarchical taxonomies with prototypes, this paper addresses key limitations in current deep hierarchical clustering methods. Existing methods often tie the structure to the number of classes and underutilize the rich prototype inf…