Concepedia

Data-driven Art

Data-Driven Art is a form of computational art in which the generative process is fundamentally informed and structured by empirical or real-world data sets, distinguishing it from other generative approaches through its reliance on data as both aesthetic and procedural foundation.

69

Publications

2.7K

Citations

254

Authors

112

Institutions

Publications per year

2017–2026

54

Parents

Children

Publications

69

Large-scale Text-to-Image Generation Models for Visual Artists’ Creative Works

Hyung-Kwon Ko, Gwanmo Park, Hyeon Jeon et al. · 2023 · 165 citations

, , +9

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer

IEEE Transactions on Image Processing · 2018 · 143 citations · Full text

, , +8

Creativity in the age of generative AI

Janet Rafner, Roger E. Beaty, James C. Kaufman et al. · Nature Human Behaviour · 2023 · 131 citations

, , +8

The Data-Driven Life

Leah Umansky · Women's studies quarterly · 2012 · 81 citations

, , +9

RealBrush

Jingwan Lu, Connelly Barnes, Stephen DiVerdi et al. · ACM Transactions on Graphics · 2013 · 79 citations

, , +16

1–5 of 69

Authors

254

  1. CM
    Chongyang Ma

    Kuaishou (China)

    3 publications · 178 citations

    3

    h-index

  2. AD
    Alex Dragulescu

    Dana-Farber/Harvard Cancer Center, United States

    2 publications · 40 citations

    2

    h-index

  3. RJ
    Rachel Jacobs

    University of Nottingham, United Kingdom

    2 publications · 66 citations

    2

    h-index

  4. CL
    Chunping Liu

    Soochow University, China

    2 publications · 84 citations

    2

    h-index

  5. JH
    Jing Huo

    Nanjing University, China

    2 publications · 51 citations

    2

    h-index

1–5 of 254

Institutions

112

  1. Adobe Systems (United States)

    San Jose, United States

    4 h-index

    8 publications

    361 citations

  2. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    3 publications

    166 citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    6 publications

    639 citations

  4. Zhejiang University

    Hangzhou, China

    2 h-index

    16 publications

    764 citations

  5. Microsoft Research Asia (China)

    Beijing, China

    2 h-index

    4 publications

    302 citations

  6. University of Virginia

    Charlottesville, United States

    2 h-index

    2 publications

    156 citations

  7. The University of Sydney

    Sydney, Australia

    2 h-index

    4 publications

    426 citations

  8. Nanjing University

    Nanjing, China

    2 h-index

    6 publications

    153 citations

1–8 of 112

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 287 citations

    9

    h-index

  2. ACM Transactions on Graphics

    TOG · 5 publications · 317 citations

    5

    h-index

  3. Applied Sciences

    2 publications · 66 citations

    2

    h-index

  4. IEEE Transactions on Image Processing

    2 publications · 170 citations

    2

    h-index

  5. Leonardo

    2 publications · 44 citations

    2

    h-index

1–5