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 Domain Adaptation and Few-Shot Learning.
- World rank
- #4 of 1,633,909 ranked researchers
- Rank in Canada
- #2 of 38,960
- Works
- 298
- Citations
- 17k
- Citations per work
- 55.6
What does Yoshua Bengio research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence55% of their works
- 2Computer Vision and Pattern Recognition14% of their works
- 3Signal Processing5% of their works
- 4Statistical and Nonlinear Physics2% of their works
- 5Radiology, Nuclear Medicine and Imaging2% of their works
- 6Molecular Biology2% 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, Machine Translation and Word Representation.
- Visual Question Answering
- Robustness
- Image Synthesis
- Deep Neural Networks
- Statistical Machine Translation
- Transfer Learning
- Word Representation
- Self-Organizing Maps
- Unsupervised Learning
- Deep Learning
- Neural Networks
- Representation Learning
- Backpropagation Learning
- Machine Translation
- Domain Adaptation
- Neural Machine Translation
- Acoustic Modeling
- Generative Adversarial Networks
- Adversarial Examples
- Image Captioning
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 20 words, with their numbers
- Neural Networks805 topics
- Deep Learning584 topics
- Representation Learning312 topics
- Unsupervised Learning312 topics
- Backpropagation Learning231 topic
- Self-Organizing Maps231 topic
- Machine Translation221 topic
- Word Representation221 topic
- Domain Adaptation181 topic
- Transfer Learning181 topic
- Neural Machine Translation171 topic
- Statistical Machine Translation171 topic
- Acoustic Modeling131 topic
- Deep Neural Networks131 topic
- Generative Adversarial Networks131 topic
- Image Synthesis131 topic
- Adversarial Examples121 topic
- Robustness121 topic
- Image Captioning101 topic
- Visual Question Answering101 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?
Science Explorer counts 298 works and 16,583 citations for Yoshua Bengio, ranking #4 of 1,633,909 researchers worldwide on the composite 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
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