Yoshua Bengio

Centre Universitaire de Mila (DZ)

Research Areas

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H-index

181

Publications

1216

Citations

475206

i10-index

697

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Deep learning	2015	84503
Gradient-based learning applied to document recogn...	1998	59590
Learning Phrase Representations using RNN Encoder–...	2014	25110
Neural Machine Translation by Jointly Learning to ...	2014	14615
Generative adversarial networks	2020	14358
Representation Learning: A Review and New Perspect...	2013	13275
Understanding the difficulty of training deep feed...	2010	12654
Empirical Evaluation of Gated Recurrent Neural Net...	2014	10798
Deep Learning	2016	8937
Learning long-term dependencies with gradient desc...	1994	8614

Publications

1.
Deep learning
Year: 2015Citations: 84503DOI: 10.1038/nature14539
2.
Gradient-based learning applied to document recognition
Year: 1998Citations: 59590DOI: 10.1109/5.726791
3.
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
Year: 2014Citations: 25110DOI: 10.3115/v1/d14-1179
4.
Neural Machine Translation by Jointly Learning to Align and Translate
Year: 2014Citations: 14615DOI: 10.48550/arxiv.1409.0473
5.
Generative adversarial networks
Year: 2020Citations: 14358DOI: 10.1145/3422622
6.
Representation Learning: A Review and New Perspectives
Year: 2013Citations: 13275DOI: 10.1109/tpami.2013.50
7.
Understanding the difficulty of training deep feedforward neural networks
Year: 2010Citations: 12654
8.
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Year: 2014Citations: 10798DOI: 10.48550/arxiv.1412.3555
9.
Deep Learning
Year: 2016Citations: 8937
10.
Learning long-term dependencies with gradient descent is difficult
Year: 1994Citations: 8614DOI: 10.1109/72.279181

About Yoshua Bengio

Yoshua Bengio is a researcher with 1216 publications and 475206 citations. They are affiliated with Centre Universitaire de Mila. Their research focuses on . With an h-index of 181, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Research Area Breakdown

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Impact Metrics Over Time

Citations per publication by year