Refining Skewed Perceptions in Vision-Language Contrastive Models through Visual Representations

Haocheng Dai, Sarang Joshi

Large vision-language contrastive models (VLCMs), such as CLIP, have become foundational, demonstrating remarkable success across a variety of downstream tasks. Despite their advan…