Bridging the Modality Gap by Similarity Standardization with Pseudo-Positive Samples

Shuhei Yamashita, Daiki Shirafuji, Tatsuhiko Saito

Advances in vision-language models (VLMs) have enabled effective cross-modality retrieval. However, when both text and images exist in the database, similarity scores would differ…