Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination

Haoxuan Li, Yi Bin, Junrong Liao +2

Most existing image-text matching methods adopt triplet loss as the optimization objective, and choosing a proper negative sample for the triplet of <anchor, positive, negative> is…