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Researcher · Idiap Research Institute · Switzerland

Ronan Collobert

Ronan Collobert publishes mostly in Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition, on topics such as Speech Recognition and Synthesis, Natural Language Processing Techniques and Topic Modeling.

OpenAlex
World rank
#111,492
of 7,710,434 ranked researchers
Rank in Switzerland
#2,346
of 80,918
Works
145
Citations
33k
Citations per work
230.8
h-index
49
i10-index 89Top 1.1% in Artificial Intelligence
Ronan Collobert

What does Ronan Collobert research?

Ronan Collobert's work is mostly in Computer Science (93%), Biochemistry, Genetics and Molecular Biology (1%), Physics and Astronomy (0%).

Physical Sciences: 136 works · 93.5% of their workComputer Science: 135 works · 93.0% of their workArtificial Intelligence: 87 works · 60.2% of their workSignal Processing: 25 works · 17.5% of their workComputer Vision and Pattern Recognition: 21 works · 14.6% of their workInformation Systems: 1 works · 0.7% of their workPhysics and Astronomy: 1 works · 0.5% of their workAstronomy and Astrophysics: 1 works · 0.5% of their workEverything else: 8 works · 5.8% of their workLife Sciences: 1 works · 0.7% of their workBiochemistry, Genetics and Molecular Biology: 1 works · 0.7% of their workMolecular Biology: 1 works · 0.7% of their workTHEIR WORKRonan Collobert145works
Life Sciences1%Physical Sciences93%

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 Science13593.0%
    2. Physics and Astronomy10.5%
  2. Everything else85.8%
    1. Biochemistry, Genetics and Molecular Biology10.7%
  1. 1Artificial Intelligence60% of their works
  2. 2Signal Processing18% of their works
  3. 3Computer Vision and Pattern Recognition15% of their works
  4. 4Molecular Biology1% of their works
  5. 5Information Systems1% of their works
  6. 6Astronomy and Astrophysics0% of their works

Research topics

Which keywords describe Ronan Collobert's research?

The keywords of their largest research topics: Convolutional Neural Networks, Deep Learning, Neural Networks, Information Retrieval, Text Classification, Acoustic Modeling, Deep Neural Networks and Neural 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. Convolutional Neural Networks922 topics
  2. Deep Learning893 topics
  3. Neural Networks812 topics
  4. Information Retrieval592 topics
  5. Text Classification592 topics
  6. Acoustic Modeling561 topic
  7. Deep Neural Networks561 topic
  8. Neural Machine Translation531 topic
  9. Statistical Machine Translation531 topic
  10. Machine Translation471 topic
  11. Word Representation471 topic
  12. Audio Signal Classification361 topic
  13. Music Information Retrieval361 topic
  14. Audio-Visual Speech Recognition341 topic
  15. Speech Enhancement341 topic
  16. Feature Matching191 topic
  17. Local Descriptors191 topic
  18. Domain Adaptation151 topic
  19. Transfer Learning151 topic
  20. Feature Selection121 topic
  21. Multi-label Learning121 topic

Where does Ronan Collobert work?

Ronan Collobert's main affiliation in the publication record is Idiap Research Institute, Switzerland.

How many publications and citations does Ronan Collobert have?

OpenAlex counts 145 works and 33,471 citations for Ronan Collobert, an h-index of 49, ranking #111,492 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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