Contrastive vision-language learning with paraphrasing and negation

Kwun Ho Ngan, Saman Sadeghi Afgeh, Joe Townsend +1

Contrastive vision-language models continue to be the dominant approach for image-text retrieval. Contrastive Language-Image Pre-training (CLIP) trains two neural networks to align…