Guillaume Desjardins
Guillaume Desjardins publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics, on topics such as Reinforcement Learning in Robotics, Model Reduction and Neural Networks and Domain Adaptation and Few-Shot Learning.
- World rank
- #67,135 of 1,633,909 ranked researchers
- Rank in Canada
- #2,112 of 38,960
- Works
- 25
- Citations
- 1.8k
- Citations per work
- 73.2
What does Guillaume Desjardins research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence26% of their works
- 2Computer Vision and Pattern Recognition13% of their works
- 3Statistical and Nonlinear Physics10% of their works
- 4Education6% of their works
- 5Linguistics and Language6% of their works
- 6Signal Processing6% of their works
Research topics
Which keywords describe Guillaume Desjardins's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Representation Learning, Unsupervised Learning, Model Reduction, Partial Differential Equations, Reinforcement Learning and Robotics.
- Self-Organizing Maps
- Backpropagation Learning
- Transfer Learning
- Multilingualism
- Image Synthesis
- Domain Adaptation
- Robotics
- Partial Differential Equations
- Unsupervised Learning
- Neural Networks
- Deep Learning
- Representation Learning
- Model Reduction
- Reinforcement Learning
- Audio Signal Classification
- Generative Adversarial Networks
- Language Education
- Music Information Retrieval
- Attention Lapses
- Mind Wandering
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
- Deep Learning115 topics
- Neural Networks63 topics
- Representation Learning42 topics
- Unsupervised Learning42 topics
- Model Reduction31 topic
- Partial Differential Equations31 topic
- Reinforcement Learning31 topic
- Robotics31 topic
- Audio Signal Classification21 topic
- Domain Adaptation21 topic
- Generative Adversarial Networks21 topic
- Image Synthesis21 topic
- Language Education21 topic
- Multilingualism21 topic
- Music Information Retrieval21 topic
- Transfer Learning21 topic
- Attention Lapses11 topic
- Backpropagation Learning11 topic
- Mind Wandering11 topic
- Self-Organizing Maps11 topic
Where does Guillaume Desjardins work?
Guillaume Desjardins's main affiliation in the publication record is Université du Québec en Outaouais, Canada.
How many publications and citations does Guillaume Desjardins have?
Science Explorer counts 25 works and 1,831 citations for Guillaume Desjardins, ranking #67,135 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.