Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination

Author:

Li HaoXuan1ORCID,Bin Yi2ORCID,Liao Junrong1ORCID,Yang Yang1ORCID,Shen Heng Tao1ORCID

Affiliation:

1. University of Electronic Science and Technology of China, Chengdu, China

2. National University of Singapore, Singapore, Singapore

Funder

National Natural Science Foundation of China

Sichuan Science and Technology Program

Publisher

ACM

Reference53 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. Dimitri Bertsekas and John N Tsitsiklis . 2008. Introduction to probability . Vol. 1 . Athena Scientific . 179--180 pages. Dimitri Bertsekas and John N Tsitsiklis. 2008. Introduction to probability. Vol. 1. Athena Scientific. 179--180 pages.

3. Yi Bin Xindi Shang Bo Peng Yujuan Ding and Tat-Seng Chua. 2021. Multi-perspective video captioning. In ACM Multimedia. 5110--5118. Yi Bin Xindi Shang Bo Peng Yujuan Ding and Tat-Seng Chua. 2021. Multi-perspective video captioning. In ACM Multimedia. 5110--5118.

4. Yi Bin Wenhao Shi Jipeng Zhang Yujuan Ding Yang Yang and Heng Tao Shen. 2022. Non-Autoregressive Cross-Modal Coherence Modelling. In ACM Multimedia. 3253--3261. Yi Bin Wenhao Shi Jipeng Zhang Yujuan Ding Yang Yang and Heng Tao Shen. 2022. Non-Autoregressive Cross-Modal Coherence Modelling. In ACM Multimedia. 3253--3261.

5. Yi Bin Yang Yang Jie Zhou Zi Huang and Heng Tao Shen. 2017. Adaptively attending to visual attributes and linguistic knowledge for captioning. In ACM Multimedia. 1345--1353. Yi Bin Yang Yang Jie Zhou Zi Huang and Heng Tao Shen. 2017. Adaptively attending to visual attributes and linguistic knowledge for captioning. In ACM Multimedia. 1345--1353.

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