Svetlana Lazebnik
Svetlana Lazebnik publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Graphics and Computer-Aided Design, on topics such as Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications and Domain Adaptation and Few-Shot Learning.
- World rank
- #17,452 of 1,633,909 ranked researchers
- Rank in United States
- #8,301 of 358,040
- Works
- 40
- Citations
- 2.8k
- Citations per work
- 70.8
What does Svetlana Lazebnik 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 Recognition66% of their works
- 2Artificial Intelligence20% of their works
- 3Computer Graphics and Computer-Aided Design3% of their works
- 4Cancer Research2% of their works
- 5Aerospace Engineering2% of their works
- 6Industrial and Manufacturing Engineering2% of their works
Research topics
- Advanced Image and Video Retrieval Techniques
- Multimodal Machine Learning Applications
- Domain Adaptation and Few-Shot Learning
- Advanced Neural Network Applications
- Image Retrieval and Classification Techniques
- Generative Adversarial Networks and Image Synthesis
- Algorithms and Data Compression
- Human Pose and Action Recognition
Which keywords describe Svetlana Lazebnik's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Feature Matching, Local Descriptors, Representation Learning, Unsupervised Learning, Image Captioning and Visual Question Answering.
- Suffix Arrays
- Compression
- Image Synthesis
- Shape Matching
- Transfer Learning
- Domain Adaptation
- Visual Question Answering
- Unsupervised Learning
- Local Descriptors
- Neural Networks
- Deep Learning
- Feature Matching
- Representation Learning
- Image Captioning
- Convolutional Neural Networks
- Image Recognition
- Content-Based Image Retrieval
- Generative Adversarial Networks
- Action Recognition
- Pose Estimation
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 Learning325 topics
- Neural Networks122 topics
- Feature Matching111 topic
- Local Descriptors111 topic
- Representation Learning102 topics
- Unsupervised Learning102 topics
- Image Captioning91 topic
- Visual Question Answering91 topic
- Convolutional Neural Networks71 topic
- Domain Adaptation71 topic
- Image Recognition71 topic
- Transfer Learning71 topic
- Content-Based Image Retrieval61 topic
- Shape Matching61 topic
- Generative Adversarial Networks31 topic
- Image Synthesis31 topic
- Action Recognition21 topic
- Compression21 topic
- Pose Estimation21 topic
- Suffix Arrays21 topic
Where does Svetlana Lazebnik work?
Svetlana Lazebnik's main affiliation in the publication record is University of Illinois Urbana-Champaign, United States.
How many publications and citations does Svetlana Lazebnik have?
Science Explorer counts 40 works and 2,830 citations for Svetlana Lazebnik, ranking #17,452 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.
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