Stefan Bauer
Stefan Bauer publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Mechanical Engineering, on topics such as Gaussian Processes and Bayesian Inference, Reinforcement Learning in Robotics and Domain Adaptation and Few-Shot Learning.
- World rank
- #10,511 of 1,633,909 ranked researchers
- Rank in Germany
- #1,052 of 86,443
- Works
- 52
- Citations
- 1.3k
- Citations per work
- 25.9
What does Stefan Bauer research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence25% of their works
- 2Computer Vision and Pattern Recognition17% of their works
- 3Mechanical Engineering7% of their works
- 4Information Systems7% of their works
- 5Electrical and Electronic Engineering4% of their works
- 6Statistics and Probability4% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Reinforcement Learning in Robotics
- Domain Adaptation and Few-Shot Learning
- Multimodal Machine Learning Applications
- Machine Learning in Healthcare
- Advanced Neural Network Applications
- Medical Image Segmentation Techniques
- Generative Adversarial Networks and Image Synthesis
Which keywords describe Stefan Bauer's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Representation Learning, Unsupervised Learning, Gaussian Processes, Machine Learning, Domain Adaptation and Image Captioning.
- Medical Image Analysis
- Image Segmentation
- Healthcare
- Electronic Health Records
- Visual Question Answering
- Robotics
- Image Captioning
- Machine Learning
- Unsupervised Learning
- Neural Networks
- Deep Learning
- Representation Learning
- Gaussian Processes
- Domain Adaptation
- Reinforcement Learning
- Transfer Learning
- Convolutional Neural Networks
- Generative Adversarial Networks
- Image Recognition
- Image Synthesis
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 Learning187 topics
- Neural Networks83 topics
- Representation Learning52 topics
- Unsupervised Learning52 topics
- Gaussian Processes41 topic
- Machine Learning41 topic
- Domain Adaptation31 topic
- Image Captioning31 topic
- Reinforcement Learning31 topic
- Robotics31 topic
- Transfer Learning31 topic
- Visual Question Answering31 topic
- Convolutional Neural Networks21 topic
- Electronic Health Records21 topic
- Generative Adversarial Networks21 topic
- Healthcare21 topic
- Image Recognition21 topic
- Image Segmentation21 topic
- Image Synthesis21 topic
- Medical Image Analysis21 topic
Where does Stefan Bauer work?
Stefan Bauer's main affiliation in the publication record is Max Planck Institute for Intelligent Systems, Germany.
How many publications and citations does Stefan Bauer have?
Science Explorer counts 52 works and 1,347 citations for Stefan Bauer, ranking #10,511 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 Stefan Bauer
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