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Hugo Larochelle | Researchclopedia

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Hugo Larochelle

186

Works

61,577

Citations

61

h-index

120

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Generative Adversarial Networks and Image Synthesis Multimodal Machine Learning Applications

Affiliations

Canadian Institute for Advanced Research2022–2022

Twitter (United States)2015–2017

Google (United States)2017–2022

Université de Sherbrooke2011–2017

Harvard University2012–2012

Top Works

Domain-Adversarial Training of Neural Networks

Yaroslav Ganin,Evgeniya Ustinova,et al.

20177,544 citations

Machine Learning and Data Classification

Extracting and composing robust features with denoising autoencoders

Pascal Vincent,Hugo Larochelle,et al.

20087,262 citations

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek,Hugo Larochelle,et al.

20125,636 citations

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

Pascal Vincent,Hugo Larochelle,et al.

20105,015 citations

Greedy Layer-Wise Training of Deep Networks

Yoshua Bengio,Pascal Lamblin,et al.

20074,689 citations

Brain tumor segmentation with Deep Neural Networks

Mohammad Havaei,Axel Davy,et al.

20163,188 citations

Deep learning with coherent nanophotonic circuits

Yichen Shen,Nicholas C. Harris,et al.

20173,000 citations

Optimization as a Model for Few-Shot Learning

Sachin Ravi,Hugo Larochelle

20172,440 citations

Advances in Neural Information Processing Systems 32 (NeurIPS 2019)

Hanna Wallach,Hugo Larochelle,et al.

20202,417 citations