CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning. - Yiping Wang; Yifang Chen 001; Wendan Yan; Alex Fang; Wenjing Zhou; Kevin G. Jamieson; Simon S. Du (NeurIPS, 2024)

Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning. - Yiping Wang; Yifang Chen 001; Wendan Yan; Kevin G. Jamieson; Simon Shaolei Du (CoRR, 2024)