Alexander Kirillov
Alexander Kirillov publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Mathematical Physics, on topics such as Homotopy and Cohomology in Algebraic Topology, Molecular spectroscopy and chirality and Bayesian Methods and Mixture Models.
- World rank
- #144,241 of 1,633,909 ranked researchers
- Rank in Germany
- #8,934 of 86,443
- Works
- 19
- Citations
- 676
- Citations per work
- 35.6
What does Alexander Kirillov 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 Recognition25% of their works
- 2Artificial Intelligence15% of their works
- 3Mathematical Physics15% of their works
- 4Geometry and Topology10% of their works
- 5Atomic and Molecular Physics, and Optics10% of their works
- 6Spectroscopy5% of their works
Research topics
- Homotopy and Cohomology in Algebraic Topology
- Molecular spectroscopy and chirality
- Bayesian Methods and Mixture Models
- Domain Adaptation and Few-Shot Learning
- Advanced Clustering Algorithms Research
- Topological and Geometric Data Analysis
- Advanced Image and Video Retrieval Techniques
- Advanced Neural Network Applications
Which keywords describe Alexander Kirillov's research?
The keywords of their largest research topics: Deep Learning, Deformation Quantization, Poisson Manifolds, Absolute Configuration, Chiroptical Spectroscopy, Clustering, Clustering Algorithms and Convolutional Neural Networks.
- Topological Methods
- Mixture Models
- K-means
- Feature Matching
- Convolutional Neural Networks
- Clustering
- Absolute Configuration
- Deformation Quantization
- Deep Learning
- Poisson Manifolds
- Chiroptical Spectroscopy
- Clustering Algorithms
- Domain Adaptation
- Image Recognition
- Local Descriptors
- Persistent Homology
- Transfer Learning
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 17 words, with their numbers
- Deep Learning22 topics
- Deformation Quantization21 topic
- Poisson Manifolds21 topic
- Absolute Configuration11 topic
- Chiroptical Spectroscopy11 topic
- Clustering11 topic
- Clustering Algorithms11 topic
- Convolutional Neural Networks11 topic
- Domain Adaptation11 topic
- Feature Matching11 topic
- Image Recognition11 topic
- K-means11 topic
- Local Descriptors11 topic
- Mixture Models11 topic
- Persistent Homology11 topic
- Topological Methods11 topic
- Transfer Learning11 topic
Where does Alexander Kirillov work?
Alexander Kirillov's main affiliation in the publication record is Technische Universität Dresden, Germany.
How many publications and citations does Alexander Kirillov have?
Science Explorer counts 19 works and 676 citations for Alexander Kirillov, ranking #144,241 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 Kirillov
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