Yoshua Bengio

Centre Universitaire de Mila (DZ)

Research Areas

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H-index

185

Publications

1286

Citations

458609

i10-index

717

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Deep learning	2015	81845
Gradient-based learning applied to document recogn...	1998	58310
Learning Phrase Representations using RNN Encoder–...	2014	24490
Generative adversarial networks	2020	13657
Representation Learning: A Review and New Perspect...	2013	13019
Understanding the difficulty of training deep feed...	2010	12693
Empirical Evaluation of Gated Recurrent Neural Net...	2014	10804
Deep Learning	2016	8960
Learning long-term dependencies with gradient desc...	1994	8474
Graph Attention Networks	2017	8354

Publications

1.
Deep learning
Year: 2015Citations: 81845DOI: 10.1038/nature14539
2.
Gradient-based learning applied to document recognition
Year: 1998Citations: 58310DOI: 10.1109/5.726791
3.
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
Year: 2014Citations: 24490DOI: 10.3115/v1/d14-1179
4.
Generative adversarial networks
Year: 2020Citations: 13657DOI: 10.1145/3422622
5.
Representation Learning: A Review and New Perspectives
Year: 2013Citations: 13019DOI: 10.1109/tpami.2013.50
6.
Understanding the difficulty of training deep feedforward neural networks
Year: 2010Citations: 12693
7.
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Year: 2014Citations: 10804DOI: 10.48550/arxiv.1412.3555
8.
Deep Learning
Year: 2016Citations: 8960
9.
Learning long-term dependencies with gradient descent is difficult
Year: 1994Citations: 8474DOI: 10.1109/72.279181
10.
Graph Attention Networks
Year: 2017Citations: 8354

About Yoshua Bengio

Yoshua Bengio is a researcher with 1286 publications and 458609 citations. They are affiliated with Centre Universitaire de Mila. Their research focuses on . With an h-index of 185, 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