Sebastian Nowozin
Sebastian Nowozin publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Aerospace Engineering, on topics such as Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications and Generative Adversarial Networks and Image Synthesis.
- World rank
- #18,645 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #1,730 of 90,785
- Works
- 42
- Citations
- 1k
- Citations per work
- 24.5
What does Sebastian Nowozin research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence40% of their works
- 2Computer Vision and Pattern Recognition31% of their works
- 3Aerospace Engineering7% of their works
- 4Food Science2% of their works
- 5Signal Processing2% of their works
- 6Information Systems2% of their works
Research topics
- Domain Adaptation and Few-Shot Learning
- Advanced Neural Network Applications
- Generative Adversarial Networks and Image Synthesis
- Robotics and Sensor-Based Localization
- Machine Learning in Healthcare
- Machine Learning and Data Classification
- Multimodal Machine Learning Applications
- Human Pose and Action Recognition
Which keywords describe Sebastian Nowozin's research?
The keywords of their largest research topics: Deep Learning, Representation Learning, Unsupervised Learning, Meta-Learning, Domain Adaptation, Transfer Learning, Convolutional Neural Networks and Image Recognition.
- Pose Estimation
- Image Captioning
- Healthcare
- Action Recognition
- Image Synthesis
- 3D Mapping
- Image Recognition
- Transfer Learning
- Meta-Learning
- Representation Learning
- Deep Learning
- Unsupervised Learning
- Domain Adaptation
- Convolutional Neural Networks
- Neural Networks
- Generative Adversarial Networks
- SLAM
- Electronic Health Records
- Hyperparameter Optimization
- Noisy Labels
- Visual Question Answering
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 Learning145 topics
- Representation Learning92 topics
- Unsupervised Learning92 topics
- Meta-Learning82 topics
- Domain Adaptation61 topic
- Transfer Learning61 topic
- Convolutional Neural Networks51 topic
- Image Recognition51 topic
- Neural Networks52 topics
- 3D Mapping31 topic
- Generative Adversarial Networks31 topic
- Image Synthesis31 topic
- SLAM31 topic
- Action Recognition21 topic
- Electronic Health Records21 topic
- Healthcare21 topic
- Hyperparameter Optimization21 topic
- Image Captioning21 topic
- Noisy Labels21 topic
- Pose Estimation21 topic
- Visual Question Answering21 topic
Where does Sebastian Nowozin work?
Sebastian Nowozin's main affiliation in the publication record is Microsoft Research (United Kingdom), United Kingdom.
How many publications and citations does Sebastian Nowozin have?
Science Explorer counts 42 works and 1,027 citations for Sebastian Nowozin, ranking #18,645 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.
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