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Researcher · Idiap Research Institute · Switzerland

Samy Bengio

Samy Bengio publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Speech Recognition and Synthesis, Speech and Audio Processing and Music and Audio Processing.

OpenAlex
World rank
#107,270
of 7,710,434 ranked researchers
Rank in Switzerland
#2,274
of 80,918
Works
391
Citations
44k
Citations per work
112.1
h-index
84
i10-index 229Top 0.1% in Artificial Intelligence
Samy Bengio

What does Samy Bengio research?

Samy Bengio's work is mostly in Computer Science (84%), Neuroscience (3%), Engineering (1%).

Physical Sciences: 332 works · 84.9% of their workComputer Science: 328 works · 83.9% of their workArtificial Intelligence: 166 works · 42.4% of their workComputer Vision and Pattern Recognition: 80 works · 20.4% of their workSignal Processing: 75 works · 19.3% of their workInformation Systems: 7 works · 1.8% of their workEngineering: 4 works · 1.0% of their workElectrical and Electronic Engineering: 4 works · 1.0% of their workEverything else: 48 works · 12.4% of their workLife Sciences: 11 works · 2.7% of their workNeuroscience: 11 works · 2.7% of their workCognitive Neuroscience: 11 works · 2.7% of their workTHEIR WORKSamy Bengio391works
Life Sciences3%Physical Sciences85%

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 Science32883.9%
    2. Engineering41.0%
  2. Everything else4812.4%
    1. Neuroscience112.7%
  1. 1Artificial Intelligence42% of their works
  2. 2Computer Vision and Pattern Recognition20% of their works
  3. 3Signal Processing19% of their works
  4. 4Cognitive Neuroscience3% of their works
  5. 5Information Systems2% of their works
  6. 6Electrical and Electronic Engineering1% of their works

Research topics

Which keywords describe Samy Bengio's research?

The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Neural Networks, Acoustic Modeling, Deep Neural Networks, Audio-Visual Speech Recognition, Speech Enhancement and Audio Signal Classification.

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 19 words, with their numbers
  1. Deep Learning1833 topics
  2. Convolutional Neural Networks1552 topics
  3. Neural Networks1543 topics
  4. Acoustic Modeling851 topic
  5. Deep Neural Networks851 topic
  6. Audio-Visual Speech Recognition761 topic
  7. Speech Enhancement761 topic
  8. Audio Signal Classification701 topic
  9. Music Information Retrieval701 topic
  10. Dimensionality Reduction421 topic
  11. Face Recognition421 topic
  12. Machine Translation411 topic
  13. Word Representation411 topic
  14. Neural Machine Translation381 topic
  15. Statistical Machine Translation381 topic
  16. Backpropagation Learning371 topic
  17. Self-Organizing Maps371 topic
  18. Domain Adaptation331 topic
  19. Transfer Learning331 topic

Where does Samy Bengio work?

Samy Bengio's main affiliation in the publication record is Idiap Research Institute, Switzerland.

How many publications and citations does Samy Bengio have?

OpenAlex counts 391 works and 43,833 citations for Samy Bengio, an h-index of 84, ranking #107,270 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.

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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