Evolutionary generative models

J Correia, F Baeta, T Martins - Handbook of Evolutionary Machine …, 2023 - Springer
In the last decade, generative models have seen widespread use for their ability to generate
diverse artefacts in an increasingly simple way. Historically, the use of evolutionary …

Systematizing creativity: a computational view

T Veale, F Amílcar Cardoso… - … creativity: the philosophy …, 2019 - Springer
Creativity is a long-cherished and widely studied aspect of human behavior that allows us to
reinvent the familiar and to imagine the new. Computational Creativity (CC) is a recent but …

A framework for description, analysis and comparison of creative systems

GA Wiggins - … creativity: The philosophy and engineering of …, 2019 - Springer
Abstract I summarise and attempt to clarify some concepts presented in and arising from
Margaret Boden's descriptive hierarchy of creativity (Boden, MA, The Creative Mind: Myths …

Crafting generative art through genetic improvement: Managing creative outputs in diverse fitness landscapes

EM Fredericks, D Bobeldyk, JM Moore - arxiv preprint arxiv:2407.20095, 2024 - arxiv.org
Generative art is a rules-driven approach to creating artistic outputs in various mediums. For
example, a fluid simulation can govern the flow of colored pixels across a digital display or a …

[PDF][PDF] From pixels to metal: AI-empowered numismatic art

P Machado, T Martins, J Correia, LE Santo… - IJCAI. p. to appear …, 2024 - researchgate.net
This paper describes our response to a unique challenge presented by the Portuguese
National Press-Mint: to use Artificial Intelligence to design a commemorative coin that …

GP-based generative adversarial models

P Machado, F Baeta, T Martins, J Correia - Genetic Programming Theory …, 2023 - Springer
We explore the use of Artificial Neural Network (ANN)-guided Genetic Programming (GP) to
generate images that the guiding network classifies as belonging to a specific class. The …

Exploring expression-based generative adversarial networks

F Baeta, J Correia, T Martins, P Machado - Proceedings of the Genetic …, 2022 - dl.acm.org
Before the advent of Generative Adversarial Networks (GANs) in 2014, Evolutionary
Computation approaches made up the majority of the state of art for image generation. Such …

TGPGAN: towards expression-based generative adversarial networks

F Baeta, J Correia, T Martins, P Machado - Proceedings of the Genetic …, 2022 - dl.acm.org
Before the advent of Generative Adversarial Networks (GANs), Evolutionary Computation
approaches made up the majority of the state of the art for image generation. Adversarial …

Evolutionary Art and Design in the Machine Learning Era

P Machado, J Correia - Proceedings of the Genetic and Evolutionary …, 2024 - dl.acm.org
Evolutionary Art and Design in the Machine Learning Era | Proceedings of the Genetic and
Evolutionary Computation Conference Companion skip to main content ACM Digital Library …