Seong Joon Oh
Seong Joon Oh publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications and Multimodal Machine Learning Applications.
- World rank
- #206,775 of 1,633,909 ranked researchers
- Rank in Germany
- #12,591 of 86,443
- Works
- 19
- Citations
- 333
- Citations per work
- 17.5
What does Seong Joon Oh 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 Recognition48% of their works
- 2Artificial Intelligence44% of their works
- 3Aerospace Engineering4% of their works
- 4Endocrinology, Diabetes and Metabolism4% of their works
Research topics
- Domain Adaptation and Few-Shot Learning
- Advanced Neural Network Applications
- Multimodal Machine Learning Applications
- Adversarial Robustness in Machine Learning
- Human Pose and Action Recognition
- Privacy-Preserving Technologies in Data
- Anomaly Detection Techniques and Applications
- Machine Learning and Data Classification
Which keywords describe Seong Joon Oh's research?
The keywords of their largest research topics: Deep Learning, Meta-Learning, Neural Networks, Domain Adaptation, Transfer Learning, Convolutional Neural Networks, Image Recognition and Image Captioning.
- Unsupervised
- Hyperparameter Optimization
- Differential Privacy
- Robustness
- Adversarial Examples
- Visual Question Answering
- Image Captioning
- Convolutional Neural Networks
- Domain Adaptation
- Meta-Learning
- Deep Learning
- Neural Networks
- Transfer Learning
- Image Recognition
- Machine Learning
- Action Recognition
- Pose Estimation
- Anomaly Detection
- Federated Learning
- 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 20 words, with their numbers
- Deep Learning125 topics
- Meta-Learning62 topics
- Neural Networks63 topics
- Domain Adaptation51 topic
- Transfer Learning51 topic
- Convolutional Neural Networks41 topic
- Image Recognition41 topic
- Image Captioning31 topic
- Machine Learning32 topics
- Visual Question Answering31 topic
- Action Recognition21 topic
- Adversarial Examples21 topic
- Pose Estimation21 topic
- Robustness21 topic
- Anomaly Detection11 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- Hyperparameter Optimization11 topic
- Noisy Labels11 topic
- Unsupervised11 topic
Where does Seong Joon Oh work?
Seong Joon Oh's main affiliation in the publication record is Max Planck Institute for Informatics, Germany.
How many publications and citations does Seong Joon Oh have?
Science Explorer counts 19 works and 333 citations for Seong Joon Oh, ranking #206,775 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.