Alexander Kolesnikov
Alexander Kolesnikov publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Molecular Biology, on topics such as Advanced Image and Video Retrieval Techniques, Advanced Data Compression Techniques and Algorithms and Data Compression.
- World rank
- #25,906 of 1,633,909 ranked researchers
- Rank in Austria
- #239 of 10,230
- Works
- 37
- Citations
- 822
- Citations per work
- 22.2
What does Alexander Kolesnikov 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 Recognition47% of their works
- 2Artificial Intelligence19% of their works
- 3Molecular Biology8% of their works
- 4Computer Graphics and Computer-Aided Design6% of their works
- 5Ecology6% of their works
- 6Computational Mechanics6% of their works
Research topics
- Advanced Image and Video Retrieval Techniques
- Advanced Data Compression Techniques
- Algorithms and Data Compression
- Domain Adaptation and Few-Shot Learning
- Machine Learning and Data Classification
- Advanced Neural Network Applications
- Generative Adversarial Networks and Image Synthesis
- Digital Image Processing Techniques
Which keywords describe Alexander Kolesnikov's research?
The keywords of their largest research topics: Deep Learning, Algorithms, Feature Matching, Local Descriptors, Representation Learning, Unsupervised Learning, JPEG2000 and Wavelet Compression.
- Transfer Learning
- Noisy Labels
- Image Synthesis
- Hyperparameter Optimization
- Domain Adaptation
- Connected Components
- Wavelet Compression
- Unsupervised Learning
- Local Descriptors
- Algorithms
- Deep Learning
- Feature Matching
- Representation Learning
- JPEG2000
- Compression
- Convolutional Neural Networks
- Generative Adversarial Networks
- Image Recognition
- Labeling
- Suffix Arrays
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 Learning114 topics
- Algorithms42 topics
- Feature Matching41 topic
- Local Descriptors41 topic
- Representation Learning42 topics
- Unsupervised Learning42 topics
- JPEG200031 topic
- Wavelet Compression31 topic
- Compression21 topic
- Connected Components21 topic
- Convolutional Neural Networks21 topic
- Domain Adaptation21 topic
- Generative Adversarial Networks21 topic
- Hyperparameter Optimization21 topic
- Image Recognition21 topic
- Image Synthesis21 topic
- Labeling21 topic
- Noisy Labels21 topic
- Suffix Arrays21 topic
- Transfer Learning21 topic
Where does Alexander Kolesnikov work?
Alexander Kolesnikov's main affiliation in the publication record is Institute of Science and Technology Austria, Austria.
How many publications and citations does Alexander Kolesnikov have?
Science Explorer counts 37 works and 822 citations for Alexander Kolesnikov, ranking #25,906 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.
Other researchers named Alexander Kolesnikov
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