Interactive Flexible Style Transfer for Vector Graphics
Jeremy Warner, Kyu Won Kim, Bjoern Hartmann
Abstract
Vector graphics are an industry-standard way to represent and share visual designs. Designers frequently source and incorporate styles from existing designs into their work. Unfortunately, popular design tools are not well suited for this task. We present VST, Vector Style Transfer, a novel design tool for flexibly transferring visual styles between vector graphics. The core of VST lies in leveraging automation while respecting designers’ tastes and the subjectivity inherent to style transfer. In VST, designers tune a cross-design element correspondence and customize which style attributes to change. We report results from a user study in which designers used VST to control style transfer between several designs, including designs participants created with external tools beforehand. VST shows that enabling design correspondence tuning and customization is one way to support interactive, flexible style transfer.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 471221d8-1d5d-48da-adfb-9547fe92d29aCited by top-tier papers7
- Misty: UI Prototyping Through Interactive Conceptual BlendingYuwen Lu, Alan Leung, Amanda Swearngin, Jeffrey Nichols et al.CHI 2025 · 41 citations
- Copying style, Extracting value: Illustrators' Perception of AI Style Transfer and its Impact on Creative LaborJulien Porquet, Sitong Wang, Lydia B. ChiltonCHI 2025 · 12 citations
- DataWink: Reusing and Adapting SVG-Based Visualization Examples with Large Multimodal ModelsLiwenhan Xie, Yanna Lin, Can Liu, Huamin Qu et al.IEEE VIS 2025 · 3 citations
- HistoryPalette: Supporting Exploration and Reuse of Past Alternatives in Image Generation and EditingKarim Benharrak, Amy PavelCHI 2026 · 2 citations
- Beyond Input-Output: Rethinking Creativity through Design-by-Analogy in Human-AI CollaborationXuechen Li, Shuai Zhang, Nan Cao, Qing ChenCHI 2026 · 2 citations
Builds on15
- A Learned Representation for Scalable Vector GraphicsRaphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon ShlensICCV 2019 · 153 citations
- Screen Recognition: Creating Accessibility Metadata for Mobile Applications from PixelsXiaoyi Zhang, Lilian de Greef, Amanda Swearngin, Samuel White et al.CHI 2021 · 145 citations
- AI as Social Glue: Uncovering the Roles of Deep Generative AI during Social Music CompositionMinhyang (Mia) Suh, Emily Youngblom, Michael Terry, Carrie J. CaiCHI 2021 · 132 citations
- How Experienced Designers of Enterprise Applications Engage AI as a Design MaterialNur Yildirim, Alex Kass, Teresa Tung, Connor Upton et al.CHI 2022 · 69 citations
- Techniques for Flexible Responsive Visualization DesignJane Hoffswell, Wilmot Li, Zhicheng LiuCHI 2020 · 64 citations
Related papers
- Supporting Expressive and Faithful Pictorial Visualization Design with Visual Style TransferYang Shi, Pei Liu, Siji Chen, Mengdi Sun et al.IEEE VIS 2022 · 40 citations
- AesUST: Towards Aesthetic-Enhanced Universal Style TransferZhizhong Wang, Zhanjie Zhang, Lei Zhao, Zhiwen Zuo et al.ACM MM 2022 · 70 citations
- Multimodal Style Transfer via Graph CutsYulun Zhang, Chen Fang, Yilin Wang, Zhaowen Wang et al.ICCV 2019 · 92 citations
- AesStyler: Aesthetic Guided Universal Style TransferRan Yi, Haokun Zhu, Teng Hu, Yu-Kun Lai et al.ACM MM 2024 · 3 citations
- Industrial Style Transfer with Large-scale Geometric Warping and Content PreservationJinchao Yang, Fei Guo, Shuo Chen, Jun Li et al.CVPR 2022 · 16 citations
