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DDAN: Dual-Dimensional Attention Network for image–text retrieval

delete2026-07-31
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PRE
AI
R
Rui Cao
D
Donglin Zhang *
X
Xiao-Jun Wu
DOI：10.1016/j.patcog.2026.114556delete
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Abstract

Abstract

En 中文
• A dynamic element-wise attention scheme is given to enhance feature representation. • DDAN incorporates horizontal and vertical insights to enhance weights and features. • DSM is proposed to create diverse features, enriching instance representation.
Keywords:
Image–text retrieval
Attention scheme
Polysemous embedding
Cross-modal matching

Journal

Pattern Recognition cover
Pattern Recognition
IF:
7.6
Papers:
1.3W
Citations:
4.5W

Organization

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