Ziyu Jiang

Self-Damaging Contrastive Learning

2021 · arXiv (Cornell University)

The recent breakthrough achieved by contrastive learning accelerates the pace for deploying unsupervised training on real-world data applications. However, unlabeled data in reality is commonly imbalanced and shows a long-tail distribution, and it is unclear …