Concepedia

Generative Visualization

Generative Visualization is a type of data visualization method that employs algorithmic or computational processes to autonomously create visual representations from data, distinguished by its use of generative models or rules to produce novel, dynamic, or evolving visual forms.

13

Publications

451

Citations

47

Authors

18

Institutions

Publications per year

2017–2026

6

Parents

Publications

13

Generative AI for visualization: State of the art and future directions

Yilin Ye, Jianing Hao, Yihan Hou et al. · Visual Informatics · 2024 · 106 citations · Full text

, , +10

Modeling Visual Patterns by Integrating Descriptive and Generative Methods

Cheng-en Guo, Song‐Chun Zhu, Ying Wu · International Journal of Computer Vision · 2003 · 71 citations

, , +16

Iterating between Tools to Create and Edit Visualizations

Alex Bigelow, Steven M. Drucker, Danyel Fisher et al. · IEEE Transactions on Visualization and Computer Graphics · 2016 · 59 citations

, , +10

Doom or Deliciousness: Challenges and Opportunities for Visualization in the Age of Generative Models

Victor Schetinger, Sara Di Bartolomeo, Mennatallah El‐Assady et al. · Computer Graphics Forum · 2023 · 53 citations · Full text

, , +7

Generative AI for Visualization: Opportunities and Challenges

Rahul C. Basole, Timothy Major · IEEE Computer Graphics and Applications · 2024 · 46 citations · Full text

, , +7

1–5 of 13

Authors

47

  1. ME
    Mennatallah El‐Assady

    University of Konstanz, Germany

    3 publications · 93 citations

    3

    h-index

  2. SD
    Sara Di Bartolomeo

    Northeastern University, United States

    2 publications · 65 citations

    2

    h-index

  3. AM
    Andrew McNutt

    University of Chicago, United States

    2 publications · 65 citations

    2

    h-index

  4. HB
    Hugo Berard

    Université de Montréal, Canada

    2 publications · 35 citations

    2

    h-index

  5. SL
    Simon Lacoste-Julien

    Université de Montréal, Canada

    2 publications · 35 citations

    2

    h-index

1–5 of 47

Institutions

18

  1. University of Konstanz

    Konstanz, Germany

    3 h-index

    9 publications

    261 citations

  2. University of Chicago

    Chicago, United States

    2 h-index

    2 publications

    65 citations

  3. Université de Montréal

    Montreal, Canada

    2 h-index

    5 publications

    86 citations

  4. TU Wien

    Vienna, Austria

    2 h-index

    2 publications

    65 citations

  5. University of Toronto

    Toronto, Canada

    1 h-index

    1 publications

    15 citations

  6. Aston University

    Birmingham, United Kingdom

    1 h-index

    2 publications

    32 citations

  7. University of Stuttgart

    Stuttgart, Germany

    1 h-index

    7 publications

    196 citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    1 h-index

    3 publications

    318 citations

1–8 of 18

Venues

  1. International Conference on Learning Representations

    Conference · 1 publications · 17 citations

    1

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 59 citations

    1

    h-index

  3. IEEE Computer Graphics and Applications

    1 publications · 46 citations

    1

    h-index

  4. Visual Informatics

    1 publications · 106 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 18 citations

    1

    h-index

1–5