Jinwoo Shin
Jinwoo Shin publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications, on topics such as Generative Adversarial Networks and Image Synthesis, Domain Adaptation and Few-Shot Learning and Neural Networks and Applications.
- World rank
- #400,665 of 1,633,909 ranked researchers
- Rank in South Korea
- #4,463 of 38,381
- Works
- 111
- Citations
- 440
- Citations per work
- 4.0
What does Jinwoo Shin research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence35% of their works
- 2Computer Vision and Pattern Recognition20% of their works
- 3Computer Networks and Communications10% of their works
- 4Information Systems3% of their works
- 5Electrical and Electronic Engineering3% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
- Generative Adversarial Networks and Image Synthesis
- Domain Adaptation and Few-Shot Learning
- Neural Networks and Applications
- Adversarial Robustness in Machine Learning
- Reinforcement Learning in Robotics
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
- Advanced Neural Network Applications
Which keywords describe Jinwoo Shin's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Representation Learning, Unsupervised Learning, Meta-Learning, Generative Adversarial Networks, Image Synthesis and Classification.
- Self-Organizing Maps
- Robustness
- Reinforcement Learning
- Imbalanced Data
- Hyperparameter Optimization
- Backpropagation Learning
- Transfer Learning
- Classification
- Generative Adversarial Networks
- Unsupervised Learning
- Neural Networks
- Deep Learning
- Representation Learning
- Meta-Learning
- Image Synthesis
- Domain Adaptation
- Adversarial Examples
- Convolutional Neural Networks
- Image Recognition
- Noisy Labels
- Robotics
- SMOTE
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 22 words, with their numbers
- Deep Learning255 topics
- Neural Networks214 topics
- Representation Learning162 topics
- Unsupervised Learning162 topics
- Meta-Learning112 topics
- Generative Adversarial Networks91 topic
- Image Synthesis91 topic
- Classification82 topics
- Domain Adaptation71 topic
- Transfer Learning71 topic
- Adversarial Examples41 topic
- Backpropagation Learning41 topic
- Convolutional Neural Networks41 topic
- Hyperparameter Optimization41 topic
- Image Recognition41 topic
- Imbalanced Data41 topic
- Noisy Labels41 topic
- Reinforcement Learning41 topic
- Robotics41 topic
- Robustness41 topic
- SMOTE41 topic
- Self-Organizing Maps41 topic
Where does Jinwoo Shin work?
Jinwoo Shin's main affiliation in the publication record is Korea Advanced Institute of Science and Technology, South Korea.
How many publications and citations does Jinwoo Shin have?
Science Explorer counts 111 works and 440 citations for Jinwoo Shin, ranking #400,665 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.
Other researchers named Jinwoo Shin
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