List of works - Hugo Larochelle

A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data ⬇️

scientific article

A Meta-Learning Perspective on Cold-Start Recommendations for Items ⬇️

scientific article published on 2017

A Neural Autoregressive Topic Model ⬇️

scientific article published in January 2012

An Autoencoder Approach to Learning Bilingual Word Representations ⬇️

scientific article published in January 2014

An Infinite Restricted Boltzmann Machine

scientific article published on 12 May 2016

An empirical evaluation of deep architectures on problems with many factors of variation

scholarly article published 2007

Autoencoding beyond pixels using a learned similarity metric ⬇️

Brain tumor segmentation with Deep Neural Networks ⬇️

scientific article published on 19 May 2016

Classification using discriminative restricted Boltzmann machines

Correlational Neural Networks

scientific article published on 14 December 2015

Curriculum By Smoothing ⬇️

Extracting and composing robust features with denoising autoencoders

Greedy Layer-Wise Training of Deep Networks ⬇️

scientific article published in January 2007

Guest Editors' Introduction: Special Section on Learning Deep Architectures ⬇️

scientific article published on August 1, 2013

ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.

scientific article published on 21 July 2016

Learn to Track: Deep Learning for Tractography

scholarly article by Philippe Poulin et al published 2017 in Lecture Notes in Computer Science

Learning Graph Structure With A Finite-State Automaton Layer ⬇️

scientific article published in November 2020

Learning Where to Attend with Deep Architectures for Image Tracking ⬇️

scientific article published on April 17, 2012

Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks ⬇️

Learning to combine foveal glimpses with a third-order Boltzmann machine ⬇️

scientific article published in January 2010

Machine behaviour

scientific article published on 24 April 2019

Modulating early visual processing by language ⬇️

scientific article published in January 2017

Movie Description

Non-Local Manifold Parzen Windows ⬇️

scientific article published in January 2006

Nonlocal estimation of manifold structure

scientific article published on October 2006

PhenoVar: a phenotype-driven approach in clinical genomics for the diagnosis of polymalformative syndromes