Asja Fischer
Asja Fischer publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Adversarial Robustness in Machine Learning, Generative Adversarial Networks and Image Synthesis and Natural Language Processing Techniques.
- World rank
- #90,266 of 1,633,909 ranked researchers
- Rank in Germany
- #5,830 of 86,443
- Works
- 44
- Citations
- 308
- Citations per work
- 7.0
What does Asja Fischer research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence57% of their works
- 2Computer Vision and Pattern Recognition20% of their works
- 3Signal Processing8% of their works
- 4Statistical and Nonlinear Physics4% of their works
- 5Molecular Biology2% of their works
- 6Control and Systems Engineering2% of their works
Research topics
Which keywords describe Asja Fischer's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Representation Learning, Unsupervised Learning, Adversarial Examples, Generative Adversarial Networks, Image Synthesis and Robustness.
- Unsupervised
- Word Representation
- Statistical Machine Translation
- Neural Machine Translation
- Domain Adaptation
- Backpropagation Learning
- Robustness
- Generative Adversarial Networks
- Unsupervised Learning
- Deep Learning
- Neural Networks
- Representation Learning
- Adversarial Examples
- Image Synthesis
- Acoustic Modeling
- Deep Neural Networks
- Machine Translation
- Self-Organizing Maps
- Transfer Learning
- Anomaly Detection
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
- Neural Networks165 topics
- Deep Learning134 topics
- Representation Learning72 topics
- Unsupervised Learning72 topics
- Adversarial Examples41 topic
- Generative Adversarial Networks41 topic
- Image Synthesis41 topic
- Robustness41 topic
- Acoustic Modeling31 topic
- Backpropagation Learning31 topic
- Deep Neural Networks31 topic
- Domain Adaptation31 topic
- Machine Translation31 topic
- Neural Machine Translation31 topic
- Self-Organizing Maps31 topic
- Statistical Machine Translation31 topic
- Transfer Learning31 topic
- Word Representation31 topic
- Anomaly Detection21 topic
- Unsupervised21 topic
Where does Asja Fischer work?
Asja Fischer's main affiliation in the publication record is Ruhr University Bochum, Germany.
How many publications and citations does Asja Fischer have?
Science Explorer counts 44 works and 308 citations for Asja Fischer, ranking #90,266 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.