Global Contrastive Batch Sampling via Optimization on Sample Permutations

Vin Sachidananda, Ziyi Yang, Chenguang Zhu

Contrastive Learning has recently achieved state-of-the-art performance in a wide range of tasks. Many contrastive learning approaches use mined hard negatives to make batches more…