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Researcher · Université de Montréal · Canada

Yoshua Bengio

Yoshua Bengio publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Neural Networks and Applications, Topic Modeling and Generative Adversarial Networks and Image Synthesis.

ORCID 0000-0002-9322-3515 OpenAlex
World rank
#3,758
of 7,710,434 ranked researchers
Rank in Canada
#54
of 183,316
Works
1,216
Citations
476k
Citations per work
391.8
h-index
181
i10-index 697Top 0.1% in Artificial Intelligence
Yoshua Bengio

What does Yoshua Bengio research?

Yoshua Bengio's work is mostly in Computer Science (70%), Biochemistry, Genetics and Molecular Biology (3%), Neuroscience (3%).

Physical Sciences: 874 works · 71.9% of their workComputer Science: 849 works · 69.8% of their workArtificial Intelligence: 568 works · 46.7% of their workComputer Vision and Pattern Recognition: 216 works · 17.8% of their workSignal Processing: 64 works · 5.3% of their workPhysics and Astronomy: 26 works · 2.1% of their workStatistical and Nonlinear Physics: 26 works · 2.1% of their workEverything else: 276 works · 22.7% of their workLife Sciences: 66 works · 5.4% of their workBiochemistry, Genetics and Molecular Biology: 33 works · 2.7% of their workMolecular Biology: 33 works · 2.7% of their workNeuroscience: 33 works · 2.7% of their workCognitive Neuroscience: 33 works · 2.7% of their workTHEIR WORKYoshua Bengio1,216works
Life Sciences5%Physical Sciences72%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science84969.8%
    2. Physics and Astronomy262.1%
  2. Everything else27622.7%
    1. Biochemistry, Genetics and Molecular Biology332.7%
    2. Neuroscience332.7%
  1. 1Artificial Intelligence47% of their works
  2. 2Computer Vision and Pattern Recognition18% of their works
  3. 3Signal Processing5% of their works
  4. 4Molecular Biology3% of their works
  5. 5Cognitive Neuroscience3% of their works
  6. 6Statistical and Nonlinear Physics2% of their works

Research topics

Which keywords describe Yoshua Bengio's research?

The keywords of their largest research topics: Neural Networks, Deep Learning, Representation Learning, Unsupervised Learning, Backpropagation Learning, Self-Organizing Maps, Convolutional Neural Networks and Machine Translation.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 21 words, with their numbers
  1. Neural Networks6424 topics
  2. Deep Learning5604 topics
  3. Representation Learning3162 topics
  4. Unsupervised Learning3162 topics
  5. Backpropagation Learning2221 topic
  6. Self-Organizing Maps2221 topic
  7. Convolutional Neural Networks1742 topics
  8. Machine Translation1691 topic
  9. Word Representation1691 topic
  10. Generative Adversarial Networks1611 topic
  11. Image Synthesis1611 topic
  12. Domain Adaptation1551 topic
  13. Transfer Learning1551 topic
  14. Neural Machine Translation1231 topic
  15. Statistical Machine Translation1231 topic
  16. Image Captioning901 topic
  17. Visual Question Answering901 topic
  18. Acoustic Modeling871 topic
  19. Audio Signal Classification871 topic
  20. Deep Neural Networks871 topic
  21. Music Information Retrieval871 topic

Where does Yoshua Bengio work?

Yoshua Bengio's main affiliation in the publication record is Université de Montréal, Canada.

How many publications and citations does Yoshua Bengio have?

OpenAlex counts 1,216 works and 476,404 citations for Yoshua Bengio, an h-index of 181, ranking #3,758 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Other researchers named Yoshua Bengio

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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