Huayi Wu
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2026
Variational Adapter for Cross-modal Similarity Representation
The paper proposes a Variational Adapter (VACSR) to improve cross-modal similarity representation by treating fine-grained image-text matching as a variational inference problem, thereby mitigating the negative effects of binary annotation compression.
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cs.CVcs.AIRecentMay 29, 2026
Variational Adapter for Cross-modal Similarity Representation
WenZhang Wei, Zhipeng Gui, Dehua Peng, Tiandi Ye +1 more
The paper proposes a Variational Adapter (VACSR) to improve cross-modal similarity representation by treating fine-grained image-text matching as a variational inference problem, thereby mitigating th…
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