Alexei A. Efros
Alexei A. Efros publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Advanced Vision and Imaging, Advanced Image and Video Retrieval Techniques and Generative Adversarial Networks and Image Synthesis.
- World rank
- #1,657 of 1,633,909 ranked researchers
- Rank in United States
- #733 of 358,040
- Works
- 90
- Citations
- 3.6k
- Citations per work
- 39.8
What does Alexei A. Efros 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 Recognition67% of their works
- 2Artificial Intelligence6% of their works
- 3Aerospace Engineering6% of their works
- 4Computer Graphics and Computer-Aided Design5% of their works
- 5Geology3% of their works
- 6Computational Mechanics3% of their works
Research topics
- Advanced Vision and Imaging
- Advanced Image and Video Retrieval Techniques
- Generative Adversarial Networks and Image Synthesis
- Multimodal Machine Learning Applications
- Computer Graphics and Visualization Techniques
- Human Pose and Action Recognition
- Robotics and Sensor-Based Localization
- Image Enhancement Techniques
Which keywords describe Alexei A. Efros's research?
The keywords of their largest research topics: Deep Learning, Unsupervised Learning, Convolutional Networks, Neural Networks, Depth Estimation, Stereo Vision, Feature Matching and Local Descriptors.
- Dehazing
- Visualization
- Pose Estimation
- Action Recognition
- Visual Question Answering
- Image Synthesis
- Local Descriptors
- Stereo Vision
- Neural Networks
- Unsupervised Learning
- Deep Learning
- Convolutional Networks
- Depth Estimation
- Feature Matching
- Generative Adversarial Networks
- Image Captioning
- 3D Mapping
- Computer Graphics
- SLAM
- Contrast Enhancement
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 Learning515 topics
- Unsupervised Learning312 topics
- Convolutional Networks252 topics
- Neural Networks212 topics
- Depth Estimation181 topic
- Stereo Vision181 topic
- Feature Matching171 topic
- Local Descriptors171 topic
- Generative Adversarial Networks131 topic
- Image Synthesis131 topic
- Image Captioning81 topic
- Visual Question Answering81 topic
- 3D Mapping71 topic
- Action Recognition71 topic
- Computer Graphics71 topic
- Pose Estimation71 topic
- SLAM71 topic
- Visualization71 topic
- Contrast Enhancement61 topic
- Dehazing61 topic
Where does Alexei A. Efros work?
Alexei A. Efros's main affiliation in the publication record is University of California, Berkeley, United States.
How many publications and citations does Alexei A. Efros have?
Science Explorer counts 90 works and 3,583 citations for Alexei A. Efros, ranking #1,657 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.