Generative Art

Generative art is an artistic practice in which autonomous systems employing algorithms or defined rules generate aesthetic outcomes with minimal direct human intervention in the execution of the artwork.

676

Publications

41.7K

Citations

1.9K

Authors

533

Institutions

Publications per year

2017–2026

421

Parents

Media Arts

Children

Algorithmic CompositionAnimationArtificial Life ArtCellular AutomataData-driven ArtEvolutionary ArtFractal ArtFractal GeometryGenerative DrawingGenerative Pattern Design

Publications

676

Semantic Image Synthesis With Spatially-Adaptive Normalization

Taesung Park, Ming-Yu Liu, Ting-Chun Wang et al. · 2019 · 2.8K citations

Architecture, Visualization, Digital Rendering +10

DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

Nataniel Ruiz, Yuanzhen Li, Varun Jampani et al. · 2023 · 1.9K citations

Computing, Computer Science, Computer Vision +13

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better

Orest Kupyn, Tetiana Martyniuk, Junru Wu et al. · 2019 · 1.1K citations

Computing, Computer Science, Computer Vision +9

Imagic: Text-Based Real Image Editing with Diffusion Models

Bahjat Kawar, Shiran Zada, Oran Lang et al. · 2023 · 692 citations

Computing, Computer Science, Computer Vision +13

Art and the science of generative AI

Ziv Epstein, Aaron Hertzmann, Memo Akten et al. · Science · 2023 · 641 citations

Arts, Media Arts, Artificial Intelligence +9

1–5 of 676

Authors

1.9K

DC
Daniel Cohen‐Or
Tel Aviv University, Israel
10 publications · 1.7K citations
10
h-index
JM
Jon McCormack
Monash University, Australia
8 publications · 307 citations
8
h-index
AD
Alan Dorin
Monash University, Australia
7 publications · 255 citations
7
h-index
CC
Chen Change Loy
Nanyang Technological University, Singapore
7 publications · 428 citations
7
h-index
ZL
Ziwei Liu
Nanyang Technological University, Singapore
7 publications · 516 citations
7
h-index

1–5 of 1.9K

Institutions

533

1–8 of 533

Venues

arXiv (Cornell University)
Repository · 84 publications · 3.9K citations
29
h-index
ACM Transactions on Graphics
TOG · 30 publications · 2.5K citations
24
h-index
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Conference · 17 publications · 1.5K citations
16
h-index
Leonardo
18 publications · 503 citations
15
h-index
Choice Reviews Online
CRO · 12 publications · 938 citations
12
h-index

1–5

See also Generative Art
Core Methods	Deep Learning Procedural Generation Generative Adversarial Networks Neural Style Transfer Genetic Algorithms Evolutionary Algorithms Stochastic Processes Rule-based Systems
Variants	Generative Art Interactive Art Procedural Modeling Data-driven Generative Art Computer-aided Composition Interactive Generative Art
Tools	Processing
Evaluation	Computational Aesthetics Panel Data Regression Peer Review Scoring Rubrics Pairwise Comparison Computational Creativity Evaluation Aesthetic Appraisal Real-time Audience Feedback
Aesthetic Principles	Emergence Recursion Modular Construction