Publications by authors named "Hugo Larochelle"

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Optimisation of quantitative brain diffusion-relaxation MRI acquisition protocols with physics-informed machine learning.
Álvaro Planchuelo-Gómez, Maxime Descoteaux, Hugo Larochelle, Jana Hutter, Derek K Jones

Med Image Anal· May 2024

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Machine behaviour.
Iyad Rahwan, Manuel Cebrian, Nick Obradovich, Josh Bongard, Jean-François Bonnefon, Hugo Larochelle

Nature· April 2019

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Brain tumor segmentation with Deep Neural Networks.
Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron Courville, Hugo Larochelle

Med Image Anal· January 2017

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ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.
Oskar Maier, Bjoern H Menze, Janina von der Gablentz, Levin Ḧani, Mattias P Heinrich, Hugo Larochelle

Med Image Anal· January 2017

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An Infinite Restricted Boltzmann Machine.
Marc-Alexandre Côté, Hugo Larochelle

Neural Comput· July 2016

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A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data.
Yin Zheng, Yu-Jin Zhang, Hugo Larochelle

IEEE Trans Pattern Anal Mach Intell· June 2016

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Within-brain classification for brain tumor segmentation.
Mohammad Havaei, Hugo Larochelle, Philippe Poulin, Pierre-Marc Jodoin

Int J Comput Assist Radiol Surg· May 2016

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Correlational Neural Networks.
Sarath Chandar, Mitesh M Khapra, Hugo Larochelle, Balaraman Ravindran

Neural Comput· February 2016

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PhenoVar: a phenotype-driven approach in clinical genomics for the diagnosis of polymalformative syndromes.
Yannis J Trakadis, Caroline Buote, Jean-François Therriault, Pierre-Étienne Jacques, Hugo Larochelle

BMC Med Genomics· May 2014

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Guest editors' introduction: special section on learning deep architectures.
Samy Bengio, Li Deng, Hugo Larochelle, Honglak Lee, Ruslan inov Salakhutdinov

IEEE Trans Pattern Anal Mach Intell· August 2013

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Learning where to attend with deep architectures for image tracking.
Misha Denil, Loris Bazzani, Hugo Larochelle, Nando de Freitas

Neural Comput· August 2012

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Tractable multivariate binary density estimation and the restricted Boltzmann forest.
Hugo Larochelle, Yoshua Bengio, Joseph Turian

Neural Comput· September 2010

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Nonlocal estimation of manifold structure.
Yoshua Bengio, Martin Monperrus, Hugo Larochelle

Neural Comput· October 2006

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