On the Comparison between Multi-modal and Single-modal Contrastive Learning

Wei Huang, Andi Han, Yongqiang Chen +3

Multi-modal contrastive learning with language supervision has presented a paradigm shift in modern machine learning. By pre-training on a web-scale dataset, multi-modal contrastiv…