Jintao Fan

Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective

Previous research on contrastive learning (CL) has primarily focused on pairwise views to learn representations by attracting positive samples and repelling negative ones. In this work, we aim to understand and generalize CL from a point set matching perspective, instead of the comparison between tw…