Yoshua Bengio

Centre Universitaire de Mila (DZ)

Research Areas

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H-index

183

Publications

1279

Citations

451946

i10-index

709

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Deep learning	2015	80759
Gradient-based learning applied to document recogn...	1998	57793
Learning Phrase Representations using RNN Encoder–...	2014	24245
Generative adversarial networks	2020	13425
Representation Learning: A Review and New Perspect...	2013	12902
Understanding the difficulty of training deep feed...	2010	12677
Empirical Evaluation of Gated Recurrent Neural Net...	2014	10782
Deep Learning	2016	8959
Learning long-term dependencies with gradient desc...	1994	8403
Graph Attention Networks	2017	8315

Publications

1.
Deep learning
Year: 2015Citations: 80759DOI: 10.1038/nature14539
2.
Gradient-based learning applied to document recognition
Year: 1998Citations: 57793DOI: 10.1109/5.726791
3.
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
Year: 2014Citations: 24245DOI: 10.3115/v1/d14-1179
4.
Generative adversarial networks
Year: 2020Citations: 13425DOI: 10.1145/3422622
5.
Representation Learning: A Review and New Perspectives
Year: 2013Citations: 12902DOI: 10.1109/tpami.2013.50
6.
Understanding the difficulty of training deep feedforward neural networks
Year: 2010Citations: 12677
7.
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Year: 2014Citations: 10782DOI: 10.48550/arxiv.1412.3555
8.
Deep Learning
Year: 2016Citations: 8959
9.
Learning long-term dependencies with gradient descent is difficult
Year: 1994Citations: 8403DOI: 10.1109/72.279181
10.
Graph Attention Networks
Year: 2017Citations: 8315

About Yoshua Bengio

Yoshua Bengio is a researcher with 1279 publications and 451946 citations. They are affiliated with Centre Universitaire de Mila. Their research focuses on . With an h-index of 183, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Research Area Breakdown

Publication Types

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Impact Metrics Over Time

Citations per publication by year