A Paragraph is Worth a Thousand Captions: Rethinking Text Supervision for Vision-Language Retrieval

Mahyar Ghazanfari, Amin Tabrizian, Arsyi Aziz +2

Contrastive vision-language models such as CLIP and BLIP are typically trained on short image captions, limiting their ability to retrieve images from detailed textual descriptions…