Yang Yiyuan

Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment

Recent large-scale vision-language pre-training depends on image-text global alignment by contrastive learning and is further boosted by fine-grained alignment in a weakly contrastive manner for cross-modal retrieval. Nonetheless, besides semantic matching learned by contrastive learning, cross-moda…