Hugo Larochelle

Extracting and composing robust features with denoising autoencoders

Pascal Vincent, Hugo Larochelle, Yoshua Bengio et al. · 2008 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +16

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams · arXiv (Cornell University) · 2012 · 5.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

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

Pascal Vincent, Hugo Larochelle, Isabelle Lajoie et al. · 2010 · 5K citations

Computing, Computer Science, Machine Learning +7

Brain tumor segmentation with Deep Neural Networks

Mohammad Havaei, Axel Davy, David Warde-Farley et al. · Medical Image Analysis · 2016 · 3.2K citations · Full text

Medicine, Oncology, Radiology +14

Deep learning with coherent nanophotonic circuits

Yichen Shen, Nicholas C. Harris, Scott A. Skirlo et al. · Nature Photonics · 2017 · 3.1K citations · Full text

Engineering, Computer Engineering, Computer Science +13