Aaron Courville
Aaron Courville publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Cognitive Neuroscience, on topics such as Topic Modeling, Domain Adaptation and Few-Shot Learning and Multimodal Machine Learning Applications.
- World rank
- #1,401 of 1,633,909 ranked researchers
- Rank in Canada
- #28 of 38,960
- Works
- 95
- Citations
- 3.8k
- Citations per work
- 40.0
What does Aaron Courville research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence60% of their works
- 2Computer Vision and Pattern Recognition20% of their works
- 3Cognitive Neuroscience3% of their works
- 4Signal Processing3% of their works
- 5Statistical and Nonlinear Physics3% of their works
- 6Management Science and Operations Research1% of their works
Research topics
Which keywords describe Aaron Courville's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Representation Learning, Unsupervised Learning, Machine Translation, Word Representation, Domain Adaptation and Image Captioning.
- Unsupervised
- Anomaly Detection
- Image Synthesis
- Statistical Machine Translation
- Neural Machine Translation
- Visual Question Answering
- Image Captioning
- Word Representation
- Unsupervised Learning
- Deep Learning
- Neural Networks
- Representation Learning
- Machine Translation
- Domain Adaptation
- Transfer Learning
- Backpropagation Learning
- Self-Organizing Maps
- Generative Adversarial Networks
- Acoustic Modeling
- Deep Neural Networks
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 Networks495 topics
- Deep Learning344 topics
- Representation Learning192 topics
- Unsupervised Learning192 topics
- Machine Translation151 topic
- Word Representation151 topic
- Domain Adaptation111 topic
- Image Captioning111 topic
- Transfer Learning111 topic
- Visual Question Answering111 topic
- Backpropagation Learning91 topic
- Neural Machine Translation91 topic
- Self-Organizing Maps91 topic
- Statistical Machine Translation91 topic
- Generative Adversarial Networks81 topic
- Image Synthesis81 topic
- Acoustic Modeling61 topic
- Anomaly Detection61 topic
- Deep Neural Networks61 topic
- Unsupervised61 topic
Where does Aaron Courville work?
Aaron Courville's main affiliation in the publication record is Université de Montréal, Canada.
How many publications and citations does Aaron Courville have?
Science Explorer counts 95 works and 3,800 citations for Aaron Courville, ranking #1,401 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.