# Hybrid CNN-transformer based meta-learning approach for personalized image aesthetics assessment

> Research article (Journal of Visual Communication and Image Representation, 2023) · cited 17× · AI/ML

**Wikidata**: [openalex:W4390457875](https://www.wikidata.org/wiki/openalex:W4390457875)  
**Source**: https://4ort.xyz/entity/hybrid-cnn-transformer-based-meta-learning-approach-for-personalized-image-aesthetics-assessment