Mario Fritz
Mario Fritz publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing, on topics such as Generative Adversarial Networks and Image Synthesis, Adversarial Robustness in Machine Learning and Privacy-Preserving Technologies in Data.
- World rank
- #122,613 of 1,633,909 ranked researchers
- Rank in Germany
- #7,732 of 86,443
- Works
- 116
- Citations
- 821
- Citations per work
- 7.1
What does Mario Fritz 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 Recognition46% of their works
- 2Artificial Intelligence24% of their works
- 3Signal Processing3% of their works
- 4Computer Networks and Communications2% of their works
- 5Aerospace Engineering2% of their works
- 6Human-Computer Interaction2% of their works
Research topics
- Generative Adversarial Networks and Image Synthesis
- Adversarial Robustness in Machine Learning
- Privacy-Preserving Technologies in Data
- Advanced Image and Video Retrieval Techniques
- Domain Adaptation and Few-Shot Learning
- Multimodal Machine Learning Applications
- Human Pose and Action Recognition
- Advanced Vision and Imaging
Which keywords describe Mario Fritz's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Unsupervised Learning, Representation Learning, Machine Learning, Generative Adversarial Networks, Image Synthesis and Convolutional Networks.
- Stereo Vision
- Visual Question Answering
- Pose Estimation
- Domain Adaptation
- Local Descriptors
- Feature Matching
- Robustness
- Convolutional Networks
- Generative Adversarial Networks
- Representation Learning
- Neural Networks
- Deep Learning
- Unsupervised Learning
- Machine Learning
- Image Synthesis
- Adversarial Examples
- Differential Privacy
- Federated Learning
- Action Recognition
- Image Captioning
- Transfer Learning
- Depth Estimation
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 22 words, with their numbers
- Deep Learning425 topics
- Neural Networks283 topics
- Unsupervised Learning243 topics
- Representation Learning192 topics
- Machine Learning172 topics
- Generative Adversarial Networks131 topic
- Image Synthesis131 topic
- Convolutional Networks112 topics
- Adversarial Examples91 topic
- Robustness91 topic
- Differential Privacy81 topic
- Feature Matching81 topic
- Federated Learning81 topic
- Local Descriptors81 topic
- Action Recognition61 topic
- Domain Adaptation61 topic
- Image Captioning61 topic
- Pose Estimation61 topic
- Transfer Learning61 topic
- Visual Question Answering61 topic
- Depth Estimation51 topic
- Stereo Vision51 topic
Where does Mario Fritz work?
Mario Fritz's main affiliation in the publication record is Max Planck Institute for Informatics, Germany.
How many publications and citations does Mario Fritz have?
Science Explorer counts 116 works and 821 citations for Mario Fritz, ranking #122,613 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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