Ross Girshick
Ross Girshick publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques and Domain Adaptation and Few-Shot Learning.
- World rank
- #4,201 of 7,710,434 ranked researchers
- Rank in Israel
- #53 of 38,292
- Works
- 166
- Citations
- 356k
- Citations per work
- 2143.6
What does Ross Girshick research?
Ross Girshick's work is mostly in Computer Science (91%), Engineering (3%), Medicine (1%).
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 Sciences15693.7%
- Computer Science15090.6%
- Engineering53.1%
- Everything else84.8%
- Health Sciences21.5%
- Medicine21.5%
- 1Computer Vision and Pattern Recognition66% of their works
- 2Artificial Intelligence24% of their works
- 3Aerospace Engineering2% of their works
- 4Radiology, Nuclear Medicine and Imaging2% of their works
- 5Computational Mechanics1% of their works
- 6Signal Processing1% of their works
Research topics
Which keywords describe Ross Girshick's research?
The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Image Recognition, Object Detection, Unsupervised Learning, Meta-Learning, Feature Matching and Local Descriptors.
- Hyperparameter Optimization
- Depth Estimation
- Object Tracking
- Action Recognition
- Image Captioning
- Transfer Learning
- Local Descriptors
- Meta-Learning
- Object Detection
- Convolutional Neural Networks
- Deep Learning
- Image Recognition
- Unsupervised Learning
- Feature Matching
- Domain Adaptation
- Convolutional Networks
- Visual Question Answering
- Pose Estimation
- Visual Tracking
- Stereo Vision
- Noisy Labels
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 21 words, with their numbers
- Deep Learning2715 topics
- Convolutional Neural Networks1242 topics
- Image Recognition1011 topic
- Object Detection1011 topic
- Unsupervised Learning812 topics
- Meta-Learning802 topics
- Feature Matching691 topic
- Local Descriptors691 topic
- Domain Adaptation661 topic
- Transfer Learning661 topic
- Convolutional Networks482 topics
- Image Captioning451 topic
- Visual Question Answering451 topic
- Action Recognition331 topic
- Pose Estimation331 topic
- Object Tracking231 topic
- Visual Tracking231 topic
- Depth Estimation151 topic
- Stereo Vision151 topic
- Hyperparameter Optimization141 topic
- Noisy Labels141 topic
Where does Ross Girshick work?
Ross Girshick's main affiliation in the publication record is Meta (Israel), Israel.
How many publications and citations does Ross Girshick have?
OpenAlex counts 166 works and 355,835 citations for Ross Girshick, an h-index of 82, ranking #4,201 of 7,710,434 researchers worldwide on the quality 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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Discussion
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