CONICA: A Contrastive Image Captioning Framework with Robust Similarity Learning

Author:

Deng Lin1ORCID,Zhong Yuzhong1ORCID,Wang Maoning2ORCID,Zhang Jianwei1ORCID

Affiliation:

1. Sichuan University, Chengdu, China

2. College of Electrical Engineering, Chengdu, China

Funder

National Natural Science Foundation of China

Sichuan Science and Technology Program

Fundamental Research Funds for the Central Universities

Publisher

ACM

Reference49 articles.

1. Peter Anderson , Basura Fernando , Mark Johnson , and Stephen Gould . 2016 . SPICE: Semantic Propositional Image Caption Evaluation. In ECCV. 382--398. Peter Anderson, Basura Fernando, Mark Johnson, and Stephen Gould. 2016. SPICE: Semantic Propositional Image Caption Evaluation. In ECCV. 382--398.

2. 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.

3. Satanjeev Banerjee and Alon Lavie . 2005 . METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments. In ACL. 228--231. Satanjeev Banerjee and Alon Lavie. 2005. METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments. In ACL. 228--231.

4. Manuele Barraco , Marcella Cornia , Silvia Cascianelli , Lorenzo Baraldi , and Rita Cucchiara . 2022 . The Unreasonable Effectiveness of CLIP Features for Image Captioning:An Experimental Analysis. In CVPR workshops. 4662--4670 . Manuele Barraco, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, and Rita Cucchiara. 2022. The Unreasonable Effectiveness of CLIP Features for Image Captioning:An Experimental Analysis. In CVPR workshops. 4662--4670.

5. Ali Furkan Biten Lluis Gomez and Dimosthenis Karatzas. 2022. Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning. In WACV. 1381--1390. Ali Furkan Biten Lluis Gomez and Dimosthenis Karatzas. 2022. Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning. In WACV. 1381--1390.

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