About
Discord Stateoftheart AI
GitHub

Publications

144

Cited by

35335

Hugo Larochelle

machine learningartificial intelligence
Google

United States

Papers and Citations

1 - 50
Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion.
2010
Pierre-Antoine Manzagol
Isabelle Lajoie
Pascal Vincent
+5
Cited by 6075
Extracting and composing robust features with denoising autoencoders
2008
Pierre-Antoine Manzagol
Pascal Vincent
Yoshua Bengio
+2
Cited by 5636
Greedy layer-wise training of deep networks
2007
Yoshua Bengio
Pascal Lamblin
Hugo Larochelle
+1
Cited by 5030
Practical bayesian optimization of machine learning algorithms
2012
Hugo Larochelle
Ryan P. Adams
Jasper Snoek
Cited by 4018
Domain-adversarial training of neural networks
2016
Yaroslav Ganin
Evgeniya Ustinova
Hugo Larochelle
+5
Cited by 3170
Brain tumor segmentation with deep neural networks
2017
David Warde-Farley
Chris Pal
Axel Davy
+6
Cited by 1973
Autoencoding beyond pixels using a learned similarity metric
2016
Anders Boesen Lindbo Larsen
Ole Winther
Søren Kaae Sønderby
+2
Cited by 1315
Optimization as a model for few-shot learning
2016
Sachin Ravi
Hugo Larochelle
Cited by 1100
Exploring strategies for training deep neural networks.
2009
Pascal Lamblin
Hugo Larochelle
Yoshua Bengio
+1
Cited by 1057
Deep learning with coherent nanophotonic circuits
2017
Mihika Prabhu
Hugo Larochelle
Nicholas C. Harris
+8
Cited by 977
An empirical evaluation of deep architectures on problems with many factors of variation
2007
Hugo Larochelle
James Bergstra
Yoshua Bengio
+2
Cited by 948
Classification using discriminative restricted Boltzmann machines
2008
Yoshua Bengio
Hugo Larochelle
Cited by 831
Describing videos by exploiting temporal structure
2015
Kyunghyun Cho
Li Yao
Aaron Courville
+4
Cited by 812
Efficient learning of deep Boltzmann machines
2010
Hugo Larochelle
Ruslan Salakhutdinov
Cited by 465
Meta-learning for semi-supervised few-shot classification
2018
Mengye Ren
Kevin Swersky
Hugo Larochelle
+5
Cited by 452
The Neural Autoregressive Distribution Estimator
2011
Hugo Larochelle
Iain Murray
Cited by 449
Made: Masked autoencoder for distribution estimation
2015
Karol Gregor
Mathieu Germain
Hugo Larochelle
+2
Cited by 410
Learning to combine foveal glimpses with a third-order boltzmann machine
2010
Hugo Larochelle
Geoffrey Hinton
Cited by 375
An autoencoder approach to learning bilingual word representations
2014
Sarath Chandar
Mitesh Khapra
Amrita Saha
+4
Cited by 312
Learning algorithms for the classification restricted boltzmann machine
2012
Razvan Pascanu
Michael I Mandel
Hugo Larochelle
+1
Cited by 308
Machine behaviour
2019
Michael Wellman
Josh Bongard
Manuel Cebrian
+19
Cited by 307
Zero-data learning of new tasks
2008
Yoshua Bengio
Dumitru Erhan
Hugo Larochelle
Cited by 293
Guesswhat?! visual object discovery through multi-modal dialogue
2017
Hugo Larochelle
Olivier Pietquin
Sarath Chandar
+3
Cited by 227
ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
2017
Konstantinos Kamnitsas
Bjoern H Menze
Francis Dutil
+46
Cited by 225
Domain-adversarial neural networks
2014
Hana Ajakan
François Laviolette
Pascal Germain
+2
Cited by 212
A neural autoregressive topic model
2012
Stanislas Lauly
Hugo Larochelle
Cited by 203
Modulating early visual processing by language
2017
Florian STRUB
Hugo Larochelle
Aaron Courville
+3
Cited by 199
Learning where to attend with deep architectures for image tracking
2012
Misha Denil
Hugo Larochelle
Loris Bazzani
+1
Cited by 197
Neural autoregressive distribution estimation
2016
Karol Gregor
Benigno Uría
Marc-Alexandre Côté
+4
Cited by 195
Using descriptive video services to create a large data source for video annotation research
2015
Hugo Larochelle
Chris Pal
Aaron Courville
+1
Cited by 182
Meta-dataset: A dataset of datasets for learning to learn from few examples
2019
Hugo Larochelle
Kelvin Xu
Carles Gelada
+8
Cited by 167
Movie description
2017
Atousa Torabi
Marcus Rohrbach
Aaron Courville
+5
Cited by 160
RNADE: The real-valued neural autoregressive density-estimator
2013
Hugo Larochelle
Iain Murray
B Uria
Cited by 151
Correlational neural networks
2016
Mitesh Khapra
Sarath Chandar
Balaraman Ravindran
+1
Cited by 132
A deep and tractable density estimator
2014
Hugo Larochelle
Iain Murray
B Uria
Cited by 131
Conditional Restricted Boltzmann Machines for Structured Output Prediction
2011
Volodymyr Mnih
Hugo Larochelle
Geoffrey Hinton
Cited by 119
Training restricted boltzmann machines on word observations
2012
George E. Dahl
Hugo Larochelle
Ryan P. Adams
Cited by 107
The hanabi challenge: A new frontier for ai research
2020
Hugo Larochelle
Edward Hughes
Jakob Foerster
+12
Cited by 104
Language gans falling short
2018
Laurent Charlin
Hugo Larochelle
Joelle Pineau
+3
Cited by 97
A meta-learning perspective on cold-start recommendations for items
2017
Manasi Vartak
Jeshua Bratman
Arvind Thiagarajan
+4
Cited by 88
Recurrent mixture density network for spatiotemporal visual attention
2016
Hugo Larochelle
Loris Bazzani
Lorenzo Torresani
Cited by 80
Hierarchical memory networks
2016
Sungjin Ahn
Sarath Chandar
Yoshua Bengio
+3
Cited by 78
Dynamic capacity networks
2016
Nicolas Ballas
Amjad Almahairi
Aaron Courville
+3
Cited by 72
Home: A household multimodal environment
2017
Florian STRUB
Hugo Larochelle
Aaron Courville
+6
Cited by 68
Deep learning trends for focal brain pathology segmentation in MRI
2016
Mohammad Havaei
Nicolas Guizard
Hugo Larochelle
+1
Cited by 65
A convolutional neural network approach to brain tumor segmentation
2015
Mohammad Havaei
Chris Pal
Francis Dutil
+2
Cited by 65
Infobot: Transfer and exploration via the information bottleneck
2019
Riashat Islam
Anirudh Goyal
Yoshua Bengio
+5
Cited by 64
Topic modeling of multimodal data: an autoregressive approach
2014
Yu-Jin ZHANG 章毓晋
Hugo Larochelle
Yin Zheng
Cited by 62
Nonparametric guidance of autoencoder representations using label information
2012
Ryan P. Adams
Hugo Larochelle
Jasper Snoek
Cited by 57
Non-local manifold parzen windows
2006
Hugo Larochelle
Yoshua Bengio
Pascal Vincent
Cited by 57