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Zheng-Hao Jin

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#artificial intelligence Book Open access Mar 2025

CompArt: Operationalizing Aesthetic Alignment in Text-to-Image Generation via Principles of Art

This work proposes Aesthetic Alignment: aligning generated images to explicit, user-specified compositional constraints using the Principles of Art (PoA), and introduces CompArt, a dataset of 80,032 WikiArt images augmented with captions and PoA analyses produced by a multimodal LLM under structured prompting.

Zheng-Hao Jin, Tat-Seng Chua · 1 citation

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