Marc-André Gardner

According to our database, Marc-André Gardner authored at least 13 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Demand-Side Management Using Deep Learning for Smart Charging of Electric Vehicles.

Karol Lina López Bedoya, Christian Gagné, Marc-André Gardner

IEEE Trans. Smart Grid, 2019

Deep Parametric Indoor Lighting Estimation.

Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, Jean-François Lalonde

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Rating Super-Resolution Microscopy Images With Deep Learning.

Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning to Become an Expert: Deep Networks Applied to Super-Resolution Microscopy.

Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Learning to predict indoor illumination from a single image.

Marc-André Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde

ACM Trans. Graph., 2017

2015

Controlling code growth by dynamically shaping the genotype size distribution.

Marc-André Gardner, Christian Gagné, Marc Parizeau

Genet. Program. Evolvable Mach., 2015

2013

Combinatorial optimization EDA using hidden Markov models.

Marc-André Gardner, Christian Gagné, Marc Parizeau

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Estimation of distribution algorithm based on hidden Markov models for combinatorial optimization.

Marc-André Gardner, Christian Gagné, Marc Parizeau

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

ros4mat: A Matlab Programming Interface for Remote Operations of ROS-Based Robotic Devices in an Educational Context.

Yannick Hold-Geoffroy, Marc-André Gardner, Christian Gagné, Maxime Latulippe, Philippe Giguère

Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

2012

DEAP: evolutionary algorithms made easy.

Félix-Antoine Fortin, François-Michel De Rainville, Marc-André Gardner, Marc Parizeau, Christian Gagné

J. Mach. Learn. Res., 2012

DEAP: a python framework for evolutionary algorithms.

François-Michel De Rainville, Félix-Antoine Fortin, Marc-André Gardner, Marc Parizeau, Christian Gagné

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Bloat control in genetic programming with a histogram-based accept-reject method.

Marc-André Gardner, Christian Gagné, Marc Parizeau

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

SCHNAPS: a generic population-based simulator for public health purposes.

Audrey Durand, Christian Gagné, Marc-André Gardner, François Rousseau, Yves Giguère, Daniel Reinharz

Proceedings of the SummerSim '10, 2010