Franz‐Josef Pfreundt
Franz‐Josef Pfreundt publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Molecular Biology, on topics such as Adversarial Robustness in Machine Learning, Advanced Neural Network Applications and Generative Adversarial Networks and Image Synthesis.
- World rank
- #1,616,332 of 1,633,909 ranked researchers
- Rank in Germany
- #85,741 of 86,443
- Works
- 16
- Citations
- 13
- Citations per work
- 0.8
What does Franz‐Josef Pfreundt research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition52% of their works
- 2Artificial Intelligence29% of their works
- 3Molecular Biology5% of their works
- 4Geophysics5% of their works
- 5Computational Theory and Mathematics5% of their works
- 6Computational Mechanics5% of their works
Research topics
- Adversarial Robustness in Machine Learning
- Advanced Neural Network Applications
- Generative Adversarial Networks and Image Synthesis
- Advanced Image Processing Techniques
- Bacillus and Francisella bacterial research
- Anomaly Detection Techniques and Applications
- Machine Learning and Data Classification
- Gaussian Processes and Bayesian Inference
Which keywords describe Franz‐Josef Pfreundt's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Generative Adversarial Networks, Machine Learning, Adversarial Examples, Convolutional Neural Networks, Image and Image Inpainting.
- Variational Inference
- Tularemia
- Hyperparameter Optimization
- Anthrax
- Super-Resolution
- Image Synthesis
- Image Inpainting
- Convolutional Neural Networks
- Machine Learning
- Neural Networks
- Deep Learning
- Generative Adversarial Networks
- Adversarial Examples
- Image
- Image Recognition
- Robustness
- Anomaly Detection
- Gaussian Processes
- Noisy Labels
- 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 20 words, with their numbers
- Deep Learning106 topics
- Neural Networks74 topics
- Generative Adversarial Networks42 topics
- Machine Learning32 topics
- Adversarial Examples21 topic
- Convolutional Neural Networks21 topic
- Image21 topic
- Image Inpainting21 topic
- Image Recognition21 topic
- Image Synthesis21 topic
- Robustness21 topic
- Super-Resolution21 topic
- Anomaly Detection11 topic
- Anthrax11 topic
- Gaussian Processes11 topic
- Hyperparameter Optimization11 topic
- Noisy Labels11 topic
- Tularemia11 topic
- Unsupervised11 topic
- Variational Inference11 topic
Where does Franz‐Josef Pfreundt work?
Franz‐Josef Pfreundt's main affiliation in the publication record is Fraunhofer Institute for Industrial Mathematics, Germany.
How many publications and citations does Franz‐Josef Pfreundt have?
Science Explorer counts 16 works and 13 citations for Franz‐Josef Pfreundt, ranking #1,616,332 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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