Marc-André Gardner

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 8

Top Topics

Evolutionary Algorithm

Partially Occluded

Microscopy Images

Top Venues

GECCO (Companion)

Publications

Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, Jean-François Lalonde
Deep Parametric Indoor Lighting Estimation. CoRR (2019)
Karol Lina López Bedoya, Christian Gagné, Marc-André Gardner
Demand-Side Management Using Deep Learning for Smart Charging of Electric Vehicles. IEEE Trans. Smart Grid 10 (3) (2019)
Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, Jean-François Lalonde
Deep Parametric Indoor Lighting Estimation. ICCV (2019)
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
Learning to Become an Expert: Deep Networks Applied To Super-Resolution Microscopy. CoRR (2018)
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
Learning to Become an Expert: Deep Networks Applied to Super-Resolution Microscopy. AAAI (2018)
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
Rating Super-Resolution Microscopy Images With Deep Learning. AAAI (2018)
Marc-André Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde
Learning to predict indoor illumination from a single image. ACM Trans. Graph. 36 (6) (2017)
Marc-André Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde
Learning to Predict Indoor Illumination from a Single Image. CoRR (2017)
Marc-André Gardner, Christian Gagné, Marc Parizeau
Controlling code growth by dynamically shaping the genotype size distribution. Genet. Program. Evolvable Mach. 16 (4) (2015)
Yannick Hold-Geoffroy, Marc-André Gardner, Christian Gagné, Maxime Latulippe, Philippe Giguère
ros4mat: A Matlab Programming Interface for Remote Operations of ROS-Based Robotic Devices in an Educational Context. CRV (2013)
Marc-André Gardner, Christian Gagné, Marc Parizeau
Combinatorial optimization EDA using hidden Markov models. GECCO (Companion) (2013)
Marc-André Gardner, Christian Gagné, Marc Parizeau
Estimation of distribution algorithm based on hidden Markov models for combinatorial optimization. GECCO (Companion) (2013)
François-Michel De Rainville, Félix-Antoine Fortin, Marc-André Gardner, Marc Parizeau, Christian Gagné
DEAP: a python framework for evolutionary algorithms. GECCO (Companion) (2012)
Félix-Antoine Fortin, François-Michel De Rainville, Marc-André Gardner, Marc Parizeau, Christian Gagné
DEAP: evolutionary algorithms made easy. J. Mach. Learn. Res. 13 (2012)
Marc-André Gardner, Christian Gagné, Marc Parizeau
Bloat control in genetic programming with a histogram-based accept-reject method. GECCO (Companion) (2011)
Audrey Durand, Christian Gagné, Marc-André Gardner, François Rousseau, Yves Giguère, Daniel Reinharz
SCHNAPS: a generic population-based simulator for public health purposes. SummerSim (2010)