Wonmin Byeon
Wonmin Byeon publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging, on topics such as Multimodal Machine Learning Applications, Advanced Neural Network Applications and Domain Adaptation and Few-Shot Learning.
- World rank
- #141,008 of 1,633,909 ranked researchers
- Rank in Germany
- #8,763 of 86,443
- Works
- 21
- Citations
- 351
- Citations per work
- 16.7
What does Wonmin Byeon 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 Recognition70% of their works
- 2Artificial Intelligence13% of their works
- 3Radiology, Nuclear Medicine and Imaging9% of their works
- 4Computational Mathematics4% of their works
- 5Geography, Planning and Development4% of their works
Research topics
- Multimodal Machine Learning Applications
- Advanced Neural Network Applications
- Domain Adaptation and Few-Shot Learning
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Generative Adversarial Networks and Image Synthesis
- Neural Networks and Applications
- Image Processing and 3D Reconstruction
Which keywords describe Wonmin Byeon's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Image Captioning, Representation Learning, Unsupervised Learning, Visual Question Answering, Convolutional Neural Networks and Image Recognition.
- Self-Organizing Maps
- Fragmented Objects
- Transfer Learning
- Local Descriptors
- Generative Adversarial Networks
- Domain Adaptation
- Image Recognition
- Visual Question Answering
- Representation Learning
- Neural Networks
- Deep Learning
- Image Captioning
- Unsupervised Learning
- Convolutional Neural Networks
- Content-Based Image Retrieval
- Feature Matching
- Image Synthesis
- Shape Matching
- Backpropagation Learning
- Reconstruction
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
- Neural Networks73 topics
- Image Captioning41 topic
- Representation Learning42 topics
- Unsupervised Learning42 topics
- Visual Question Answering41 topic
- Convolutional Neural Networks31 topic
- Image Recognition31 topic
- Content-Based Image Retrieval21 topic
- Domain Adaptation21 topic
- Feature Matching21 topic
- Generative Adversarial Networks21 topic
- Image Synthesis21 topic
- Local Descriptors21 topic
- Shape Matching21 topic
- Transfer Learning21 topic
- Backpropagation Learning11 topic
- Fragmented Objects11 topic
- Reconstruction11 topic
- Self-Organizing Maps11 topic
Where does Wonmin Byeon work?
Wonmin Byeon's main affiliation in the publication record is University of Kaiserslautern, Germany.
How many publications and citations does Wonmin Byeon have?
Science Explorer counts 21 works and 351 citations for Wonmin Byeon, ranking #141,008 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.