CLIPS: An Enhanced CLIP Framework for Learning with Synthetic Captions

Yanqing Liu, Xianhang Li, Zeyu Wang +2

Previous works show that noisy, web-crawled image-text pairs may limit vision-language pretraining like CLIP and propose learning with synthetic captions as a promising alternative…