Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding

Binh X. Nguyen, Binh D. Nguyen, Gustavo Carneiro +3

Unsupervised Deep Distance Metric Learning (UDML) aims to learn sample similarities in the embedding space from an unlabeled dataset. Traditional UDML methods usually use the tripl…