49 citations · 62 across the 6 of their papers we have counts for
7 papers
APOGeT: Automated Phylogeny over Geological Time-scales
Kevin Godin-Dubois, Sylvain Cussat-Blanc, Yves Duthen
To tackle the challenge of producing tractable phylogenetic trees in contexts where complete information is available, we introduce APOGeT: an online, pluggable, clustering algorit…
Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis
Kévin Cortacero, Brienne McKenzie, Sabina Müller +14
An unresolved issue in contemporary biomedicine is the overwhelming number and diversity of complex images that require annotation, analysis and interpretation. Recent advances in…
Natural vs Balanced Distribution in Deep Learning on Whole Slide Images for Cancer Detection
Ismat Ara Reshma, Sylvain Cussat-Blanc, Radu Tudor Ionescu +2
The class distribution of data is one of the factors that regulates the performance of machine learning models. However, investigations on the impact of different distributions ava…
Neuromodulated Learning in Deep Neural Networks
Dennis G Wilson, Sylvain Cussat-Blanc, Hervé Luga +1
In the brain, learning signals change over time and synaptic location, and are applied based on the learning history at the synapse, in the complex process of neuromodulation. Lear…
Positional Cartesian Genetic Programming
DG Wilson, Julian F. Miller, Sylvain Cussat-Blanc +1
Cartesian Genetic Programming (CGP) has many modifications across a variety of implementations, such as recursive connections and node weights. Alternative genetic operators have a…
Evolving Differentiable Gene Regulatory Networks
Dennis G Wilson, Kyle Harrington, Sylvain Cussat-Blanc +1
Over the past twenty years, artificial Gene Regulatory Networks (GRNs) have shown their capacity to solve real-world problems in various domains such as agent control, signal proce…
Evolving simple programs for playing Atari games
Dennis G Wilson, Sylvain Cussat-Blanc, Hervé Luga +1
Cartesian Genetic Programming (CGP) has previously shown capabilities in image processing tasks by evolving programs with a function set specialized for computer vision. A similar…