CMPD: Using Cross Memory Network with Pair Discrimination for Image-Text Retrieval
IEEE Transactions on Circuits and Systems for Video Technology(2021)
摘要
Cross-modal retrieval using deep neural networks aims to retrieve relevant data between the two different modalities. The performance of cross-modal retrieval is still unsatisfactory for two problems. First, most of the previous methods failed to incorporate the common knowledge among modalities when predicting the item representations. Second, the semantic relationships indicated by class label a...
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Semantics,Task analysis,Training,Generators,Optimization,Gallium nitride,Marine vehicles
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