Zeynep Akata
Zeynep Akata publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging, on topics such as Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications and Topic Modeling.
- World rank
- #10,106 of 1,633,909 ranked researchers
- Rank in Germany
- #1,023 of 86,443
- Works
- 78
- Citations
- 1.3k
- Citations per work
- 16.6
What does Zeynep Akata 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 Recognition37% of their works
- 2Artificial Intelligence36% of their works
- 3Radiology, Nuclear Medicine and Imaging7% of their works
- 4Molecular Biology3% of their works
- 5Genetics2% of their works
- 6Signal Processing2% of their works
Research topics
Which keywords describe Zeynep Akata's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Transfer Learning, Representation Learning, Unsupervised Learning, Domain Adaptation, Few-Shot Learning and Image Captioning.
- Object Detection
- Machine Learning Interpretability
- Interpretable Models
- Generative Adversarial Networks
- Word Representation
- Machine Translation
- Convolutional Neural Networks
- Image Captioning
- Domain Adaptation
- Representation Learning
- Neural Networks
- Deep Learning
- Transfer Learning
- Unsupervised Learning
- Few-Shot Learning
- Visual Question Answering
- COVID-19
- Medical Imaging
- Feature Matching
- Image Synthesis
- Local Descriptors
- Image Recognition
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 Learning305 topics
- Neural Networks233 topics
- Transfer Learning202 topics
- Representation Learning192 topics
- Unsupervised Learning192 topics
- Domain Adaptation151 topic
- Few-Shot Learning151 topic
- Image Captioning141 topic
- Visual Question Answering141 topic
- Convolutional Neural Networks82 topics
- COVID-1951 topic
- Machine Translation51 topic
- Medical Imaging51 topic
- Word Representation51 topic
- Feature Matching41 topic
- Generative Adversarial Networks41 topic
- Image Synthesis41 topic
- Interpretable Models41 topic
- Local Descriptors41 topic
- Machine Learning Interpretability41 topic
- Image Recognition31 topic
- Object Detection31 topic
Where does Zeynep Akata work?
Zeynep Akata's main affiliation in the publication record is Max Planck Institute for Informatics, Germany.
How many publications and citations does Zeynep Akata have?
Science Explorer counts 78 works and 1,291 citations for Zeynep Akata, ranking #10,106 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.