Deep Learning, Artificial Intelligence, Visual Language, Foundation Models, Vlm.
contrastive terms: the supervised image-to-language contrastive loss: and the supervised language-to-image contrastive loss: To mitigate the negative effect from augmented prompts, the training is separated into two stages. In the first stage, all data including augmented texts are used for