Yinong Zhu

Distribution-Aware Hierarchical Weighting Method for Deep Metric Learning

In this paper, we propose distribution-aware hierarchical weighting (DHW) method for deep metric learning. First, we formulate the distributions of different classes according to the form of gaussian curves, and update distributions as the training process. Second, depending on the learnable distrib…