AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment

Author:

Sheng Xiangfei1ORCID,Li Leida1ORCID,Chen Pengfei1ORCID,Wu Jinjian1ORCID,Dong Weisheng1ORCID,Yang Yuzhe2ORCID,Xu Liwu2ORCID,Li Yaqian2ORCID,Shi Guangming1ORCID

Affiliation:

1. Xidian University, Xi'an, China

2. OPPO Research Institute, Shanghai, China

Funder

National Natural Science Foundation of China

OPPO Research Fund

Publisher

ACM

Reference54 articles.

1. Steven Bird , Ewan Klein , and Edward Loper . 2009. Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit. "O'Reilly Media , Inc .". Steven Bird, Ewan Klein, and Edward Loper. 2009. Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit. "O'Reilly Media, Inc.".

2. Composition and Style Attributes Guided Image Aesthetic Assessment

3. Kuang-Yu Chang , Kung-Hung Lu , and Chu-Song Chen . 2017 . Aesthetic Critiques Generation for Photos . In Proceedings of the IEEE International Conference on Computer Vision. IEEE, 3534--3543 . Kuang-Yu Chang, Kung-Hung Lu, and Chu-Song Chen. 2017. Aesthetic Critiques Generation for Photos. In Proceedings of the IEEE International Conference on Computer Vision. IEEE, 3534--3543.

4. Distilling Audio-Visual Knowledge by Compositional Contrastive Learning

5. Image Aesthetic Assessment: An experimental survey

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