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05/26/2023
Integrating Listwise Ranking into Pairwise-based Image-Text Retrieval
Image-Text Retrieval (ITR) is essentially a ranking problem. Given a que...
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03/01/2023
Selectively Hard Negative Mining for Alleviating Gradient Vanishing in Image-Text Matching
Recently, a series of Image-Text Matching (ITM) methods achieve impressi...
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10/20/2022
Image-Text Retrieval with Binary and Continuous Label Supervision
Most image-text retrieval work adopts binary labels indicating whether a...
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09/28/2022
Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval
There are two popular loss functions used for vision-language retrieval,...
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06/16/2020