Maintaining genetic diversity as a means to avoid premature convergence ...
This work proposes Adaptive Facilitated Mutation, a self-adaptive mutati...
Grammar-Guided Genetic Programming (GGGP) employs a variety of insights ...
Computational approaches are beginning to be used to design dynamic visu...
We present ESSYS* Sharing #UC, an audiovisual installation artwork that
...
In the context of generative models, text-to-image generation achieved
i...
The grammars used in grammar-based Genetic Programming (GP) methods have...
This work proposes an extension to Structured Grammatical Evolution (SGE...
Neuroevolutionary algorithms, automatic searches of neural network struc...
Genetic Programming (GP) is known to suffer from the burden of being
com...
Artificial Neural Networks (ANNs) became popular due to their successful...
Grammatical Evolution (GE) is one of the most popular Genetic Programmin...
In this paper, we resort to the TensorFlow framework to investigate the
...
The introduction of new tools in people's workflow has always been promo...
Generative Adversarial Networks (GANs) are powerful generative models th...
Generative adversarial networks (GANs) achieved relevant advances in the...
The choice of a proper learning rate is paramount for good Artificial Ne...
Generative Adversarial Networks (GANs) are an adversarial model that ach...
The deployment of Machine Learning (ML) models is a difficult and
time-c...
NeuroEvolution (NE) methods are known for applying Evolutionary Computat...
Generative adversarial networks (GAN) present state-of-the-art results i...
Generative adversarial networks (GAN) became a hot topic, presenting
imp...
The goal of this work is to investigate the possibility of improving cur...
This paper proposes a new extension to Deep Evolutionary Network Structu...
Graphic Design encompasses a wide range of activities from the design of...
Typefaces are an essential resource employed by graphic designers. The
i...
Deep Evolutionary Network Structured Representation (DENSER) is a novel
...
The visual representation of concepts or ideas through the use of simple...
A descriptive approach for automatic generation of visual blends is
pres...
Current grammar-based NeuroEvolution approaches have several shortcoming...