Unlocking the Power of Cross-Dimensional Semantic Dependency for Image-Text Matching

Author:

Zhang Kun1ORCID,Zhang Lei1ORCID,Hu Bo1ORCID,Zhu Mengxiao1ORCID,Mao Zhendong1ORCID

Affiliation:

1. University of Science and Technology of China, Hefei, China

Funder

National Natural Science Foundation of China

National Key Research and Development Project of China

Publisher

ACM

Reference61 articles.

1. Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould and Lei Zhang. 2018. Bottom-up and top-down attention for image captioning and visual question answering. In CVPR. 6077--6086. Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould and Lei Zhang. 2018. Bottom-up and top-down attention for image captioning and visual question answering. In CVPR. 6077--6086.

2. Mikhail Belkin Siyuan Ma and Soumik Mandal. 2018. To understand deep learning we need to understand kernel learning. In ICML. PMLR 541--549. Mikhail Belkin Siyuan Ma and Soumik Mandal. 2018. To understand deep learning we need to understand kernel learning. In ICML. PMLR 541--549.

3. Hui Chen , Guiguang Ding , Xudong Liu , Zijia Lin , Ji Liu , and Jungong Han . 2020 b. Imram: Iterative matching with recurrent attention memory for cross-modal image-text retrieval. In CVPR. 12655--12663. Hui Chen, Guiguang Ding, Xudong Liu, Zijia Lin, Ji Liu, and Jungong Han. 2020b. Imram: Iterative matching with recurrent attention memory for cross-modal image-text retrieval. In CVPR. 12655--12663.

4. Jiacheng Chen Hexiang Hu Hao Wu Yuning Jiang and Changhu Wang. 2021. Learning the best pooling strategy for visual semantic embedding. In CVPR. 15789--15798. Jiacheng Chen Hexiang Hu Hao Wu Yuning Jiang and Changhu Wang. 2021. Learning the best pooling strategy for visual semantic embedding. In CVPR. 15789--15798.

5. Tianlang Chen Jiajun Deng and Jiebo Luo. 2020a. Adaptive offline quintuplet loss for image-text matching. In ECCV. 549--565. Tianlang Chen Jiajun Deng and Jiebo Luo. 2020a. Adaptive offline quintuplet loss for image-text matching. In ECCV. 549--565.

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