Contrastive Loss Insights. In this study, similarity graphs represent data samples and their relationships, with nodes ...

CLIP is able to predict this by learning the cosine similarity between image and text feature for batches of training data. This is shown in the contrastive pre-training portion of Figure 1 where the ...