Gavin Brown
Gavin Brown publishes mostly in Artificial Intelligence, Computer Networks and Communications and Computer Vision and Pattern Recognition, on topics such as Face and Expression Recognition, Neural Networks and Applications and Adversarial Robustness in Machine Learning.
- World rank
- #64,713 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #6,120 of 90,785
- Works
- 34
- Citations
- 510
- Citations per work
- 15.0
What does Gavin Brown research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence43% of their works
- 2Computer Networks and Communications11% of their works
- 3Computer Vision and Pattern Recognition9% of their works
- 4Hardware and Architecture8% of their works
- 5Molecular Biology6% of their works
- 6Statistics and Probability6% of their works
Research topics
Which keywords describe Gavin Brown's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Dimensionality Reduction, Face Recognition, Adversarial Examples, Backpropagation Learning, Hyperparameter Optimization and Noisy Labels.
- Word Representation
- Statistical Machine Translation
- Machine Translation
- Self-Organizing Maps
- Performance Optimization
- Noisy Labels
- Backpropagation Learning
- Face Recognition
- Deep Learning
- Neural Networks
- Dimensionality Reduction
- Adversarial Examples
- Hyperparameter Optimization
- Parallel Computing
- Robustness
- Anomaly Detection
- Neural Machine Translation
- Unsupervised
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 18 words, with their numbers
- Neural Networks104 topics
- Deep Learning83 topics
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Adversarial Examples31 topic
- Backpropagation Learning31 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Parallel Computing31 topic
- Performance Optimization31 topic
- Robustness31 topic
- Self-Organizing Maps31 topic
- Anomaly Detection21 topic
- Machine Translation21 topic
- Neural Machine Translation21 topic
- Statistical Machine Translation21 topic
- Unsupervised21 topic
- Word Representation21 topic
Where does Gavin Brown work?
Gavin Brown's main affiliation in the publication record is University of Manchester, United Kingdom.
How many publications and citations does Gavin Brown have?
Science Explorer counts 34 works and 510 citations for Gavin Brown, ranking #64,713 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.
Other researchers named Gavin Brown
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