Katja Hofmann
Katja Hofmann publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Multimodal Machine Learning Applications, Reinforcement Learning in Robotics and Adversarial Robustness in Machine Learning.
- World rank
- #215,202 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #19,816 of 90,785
- Works
- 55
- Citations
- 330
- Citations per work
- 6.0
What does Katja Hofmann research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Computer Vision and Pattern Recognition20% of their works
- 3Information Systems7% of their works
- 4Computer Science Applications4% of their works
- 5Management Science and Operations Research4% of their works
- 6Statistical and Nonlinear Physics3% of their works
Research topics
Which keywords describe Katja Hofmann's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Representation Learning, Unsupervised Learning, Image Captioning, Visual Question Answering, Reinforcement Learning and Robotics.
- Statistical Machine Translation
- Machine Translation
- Search Engines
- Generative Adversarial Networks
- Robustness
- Domain Adaptation
- Robotics
- Visual Question Answering
- Unsupervised Learning
- Deep Learning
- Neural Networks
- Representation Learning
- Image Captioning
- Reinforcement Learning
- Adversarial Examples
- Information Retrieval
- Transfer Learning
- Image Synthesis
- User Behavior
- Neural Machine Translation
- Word Representation
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
- Neural Networks235 topics
- Deep Learning214 topics
- Representation Learning82 topics
- Unsupervised Learning82 topics
- Image Captioning71 topic
- Visual Question Answering71 topic
- Reinforcement Learning61 topic
- Robotics61 topic
- Adversarial Examples51 topic
- Domain Adaptation51 topic
- Information Retrieval52 topics
- Robustness51 topic
- Transfer Learning51 topic
- Generative Adversarial Networks31 topic
- Image Synthesis31 topic
- Search Engines31 topic
- User Behavior31 topic
- Machine Translation21 topic
- Neural Machine Translation21 topic
- Statistical Machine Translation21 topic
- Word Representation21 topic
Where does Katja Hofmann work?
Katja Hofmann's main affiliation in the publication record is Microsoft Research (United Kingdom), United Kingdom.
How many publications and citations does Katja Hofmann have?
Science Explorer counts 55 works and 330 citations for Katja Hofmann, ranking #215,202 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.