Duke University; University at Buffalo; Amazon
Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Tran, Belinda Zeng, Trishul Chilimbi
Bayesian data augmentation;contrastive learning;representation learning
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective