Rethinking Deep Contrastive Learning with Embedding Memory

Haozhi Zhang, Xun Wang, Weilin Huang +1

Pair-wise loss functions have been extensively studied and shown to continuously improve the performance of deep metric learning (DML). However, they are primarily designed with in…