Judy Hoffman
Judy Hoffman publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging, on topics such as Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications and Adversarial Robustness in Machine Learning.
- World rank
- #9,330 of 1,633,909 ranked researchers
- Rank in United States
- #4,507 of 358,040
- Works
- 55
- Citations
- 1.5k
- Citations per work
- 27.9
What does Judy Hoffman 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 Recognition40% of their works
- 2Artificial Intelligence30% of their works
- 3Radiology, Nuclear Medicine and Imaging3% of their works
- 4Economics and Econometrics3% of their works
- 5Social Psychology3% of their works
- 6Safety Research3% of their works
Research topics
- Domain Adaptation and Few-Shot Learning
- Multimodal Machine Learning Applications
- Adversarial Robustness in Machine Learning
- Advanced Neural Network Applications
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Advanced Image and Video Retrieval Techniques
- Generative Adversarial Networks and Image Synthesis
Which keywords describe Judy Hoffman's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Representation Learning, Unsupervised Learning, Domain Adaptation, Transfer Learning, Convolutional Neural Networks and Image Captioning.
- Image Synthesis
- Feature Matching
- Pose Estimation
- Action Recognition
- Object Detection
- Adversarial Examples
- Image Captioning
- Transfer Learning
- Unsupervised Learning
- Neural Networks
- Deep Learning
- Representation Learning
- Domain Adaptation
- Convolutional Neural Networks
- Visual Question Answering
- Image Recognition
- Robustness
- Object Tracking
- Visual Tracking
- Generative Adversarial Networks
- Local Descriptors
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 Learning337 topics
- Neural Networks163 topics
- Representation Learning152 topics
- Unsupervised Learning152 topics
- Domain Adaptation121 topic
- Transfer Learning121 topic
- Convolutional Neural Networks102 topics
- Image Captioning71 topic
- Visual Question Answering71 topic
- Adversarial Examples61 topic
- Image Recognition61 topic
- Object Detection61 topic
- Robustness61 topic
- Action Recognition41 topic
- Object Tracking41 topic
- Pose Estimation41 topic
- Visual Tracking41 topic
- Feature Matching31 topic
- Generative Adversarial Networks31 topic
- Image Synthesis31 topic
- Local Descriptors31 topic
Where does Judy Hoffman work?
Judy Hoffman's main affiliation in the publication record is Georgia Institute of Technology, United States.
How many publications and citations does Judy Hoffman have?
Science Explorer counts 55 works and 1,536 citations for Judy Hoffman, ranking #9,330 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.