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Christian Gagné

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INFORMATIQUE WGZ INC.

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

Mar 28, 2018
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal

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Out-distribution training confers robustness to deep neural networks

Mar 01, 2018
Mahdieh Abbasi, Christian Gagné

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Diversity regularization in deep ensembles

Feb 22, 2018
Changjian Shui, Azadeh Sadat Mozafari, Jonathan Marek, Ihsen Hedhli, Christian Gagné

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Learning to Predict Indoor Illumination from a Single Image

Nov 21, 2017
Marc-André Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde

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Estimating Quality in Multi-Objective Bandits Optimization

Apr 20, 2017
Audrey Durand, Christian Gagné

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Robustness to Adversarial Examples through an Ensemble of Specialists

Mar 10, 2017
Mahdieh Abbasi, Christian Gagné

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Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks

Jan 15, 2017
Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi

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Bayesian Hyperparameter Optimization for Ensemble Learning

May 20, 2016
Julien-Charles Lévesque, Christian Gagné, Robert Sabourin

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Sustainable Cooperative Coevolution with a Multi-Armed Bandit

Apr 10, 2013
François-Michel De Rainville, Michèle Sebag, Christian Gagné, Marc Schoenauer, Denis Laurendeau

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Ensemble Learning for Free with Evolutionary Algorithms ?

Apr 30, 2007
Christian Gagné, Michèle Sebag, Marc Schoenauer, Marco Tomassini

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