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MegaStyle++: Scaling Image Style Space through Hierarchical Style Definition
Image style is a highly abstract, human-constructed concept shaped by a range of visual factors and intrinsically entangled with content, yet a unified and explicit definition of image style remains lacking. In this work, we first discuss the fundamental question of what is style and then propose a hierarchical style definition that describes image style from an overall style identity to fine-grained visual attributes, providing a more structured, transferable, and interpretable style representation. Based on this definition, we refine the style annotation pipeline of MegaStyle and construct M
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Evidence & attribution
- arXiv · AI, language, vision and robotics · 2026-09-01T15:37:09.000Z
First collected: 2026-09-21T06:01:56.170Z. This is not the publication date.