Vladlen Koltun
Vladlen Koltun publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Graphics and Computer-Aided Design, on topics such as Advanced Vision and Imaging, Robotics and Sensor-Based Localization and Computational Geometry and Mesh Generation.
- World rank
- #8,039 of 7,710,434 ranked researchers
- Rank in United States
- #2,770 of 1,627,098
- Works
- 316
- Citations
- 56k
- Citations per work
- 178.4
What does Vladlen Koltun research?
Vladlen Koltun's work is mostly in Computer Science (54%), Engineering (17%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences22671.4%
- Computer Science17254.5%
- Engineering5316.9%
- Everything else9028.6%
- 1Computer Vision and Pattern Recognition34% of their works
- 2Artificial Intelligence13% of their works
- 3Computer Graphics and Computer-Aided Design8% of their works
- 4Computational Mechanics6% of their works
- 5Aerospace Engineering6% of their works
- 6Control and Systems Engineering5% of their works
Research topics
Which keywords describe Vladlen Koltun's research?
The keywords of their largest research topics: Deep Learning, Unsupervised Learning, Robotics, Depth Estimation, Stereo Vision, 3D Mapping, SLAM and Delaunay Triangulations.
- Neural Networks
- Domain Adaptation
- Image Recognition
- Computer Graphics
- 3D Reconstruction
- Delaunay Triangulations
- 3D Mapping
- Depth Estimation
- Unsupervised Learning
- Deep Learning
- Robotics
- Stereo Vision
- SLAM
- Mesh Generation
- Point Clouds
- Convolutional Neural Networks
- Visualization
- Transfer Learning
- Reinforcement 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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 19 words, with their numbers
- Deep Learning983 topics
- Unsupervised Learning792 topics
- Robotics762 topics
- Depth Estimation511 topic
- Stereo Vision511 topic
- 3D Mapping491 topic
- SLAM491 topic
- Delaunay Triangulations421 topic
- Mesh Generation421 topic
- 3D Reconstruction411 topic
- Point Clouds411 topic
- Computer Graphics301 topic
- Convolutional Neural Networks301 topic
- Image Recognition301 topic
- Visualization301 topic
- Domain Adaptation281 topic
- Transfer Learning281 topic
- Neural Networks271 topic
- Reinforcement Learning271 topic
Where does Vladlen Koltun work?
Vladlen Koltun's main affiliation in the publication record is Intel (United States), United States.
How many publications and citations does Vladlen Koltun have?
OpenAlex counts 316 works and 56,371 citations for Vladlen Koltun, an h-index of 95, ranking #8,039 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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