Ronan Collobert
Ronan Collobert publishes mostly in Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition, on topics such as Natural Language Processing Techniques, Topic Modeling and Speech Recognition and Synthesis.
- World rank
- #18,563 of 1,633,909 ranked researchers
- Rank in Switzerland
- #454 of 19,404
- Works
- 39
- Citations
- 2.7k
- Citations per work
- 68.8
What does Ronan Collobert research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence72% of their works
- 2Signal Processing18% of their works
- 3Computer Vision and Pattern Recognition9% of their works
- 4Electrical and Electronic Engineering2% of their works
Research topics
Which keywords describe Ronan Collobert's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Convolutional Neural Networks, Neural Machine Translation, Statistical Machine Translation, Machine Translation, Semi-Supervised Learning and Word Representation.
- Graph Neural Networks
- Domain Adaptation
- Machine Learning
- Active Learning
- Representation Learning
- Deep Neural Networks
- Word Representation
- Machine Translation
- Neural Machine Translation
- Neural Networks
- Deep Learning
- Convolutional Neural Networks
- Statistical Machine Translation
- Semi-Supervised Learning
- Acoustic Modeling
- Audio-Visual Speech Recognition
- Speech Enhancement
- Audio Signal Classification
- Music Information Retrieval
- Transfer Learning
- Knowledge Graph Embedding
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
- Deep Learning154 topics
- Neural Networks142 topics
- Convolutional Neural Networks102 topics
- Neural Machine Translation101 topic
- Statistical Machine Translation101 topic
- Machine Translation91 topic
- Semi-Supervised Learning93 topics
- Word Representation91 topic
- Acoustic Modeling61 topic
- Deep Neural Networks61 topic
- Audio-Visual Speech Recognition51 topic
- Representation Learning52 topics
- Speech Enhancement51 topic
- Active Learning41 topic
- Audio Signal Classification41 topic
- Machine Learning41 topic
- Music Information Retrieval41 topic
- Domain Adaptation31 topic
- Transfer Learning31 topic
- Graph Neural Networks21 topic
- Knowledge Graph Embedding21 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?
Science Explorer counts 39 works and 2,685 citations for Ronan Collobert, ranking #18,563 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.