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Dian-Jiao-Shuai Zhao

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#machine learning Preprint Aug 2026

ViCo: Visual-oriented Coding with Self-Reflection for Chart Replication

This paper proposes ViCo, a training framework for visual-oriented coding that employs iterative reflections to align generated chart images progressively with the reference and proposes an automatic, multifaceted evaluation framework that assesses charts'style, layout, and semantic consistency via a hierarchical heter...

Jiaxin Duan, Dian-Jiao-Shuai Zhao, Jia-Bing Leng et al. · 0 citations

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