Hard Negative Sampling Strategies for Contrastive Representation Learning

Afrina Tabassum, Muntasir Wahed, Hoda Eldardiry +1

One of the challenges in contrastive learning is the selection of appropriate \textit{hard negative} examples, in the absence of label information. Random sampling or importance sa…