Shin’ya Yamaguchi
Shin’ya Yamaguchi publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics, on topics such as Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning and Advanced Neural Network Applications.
- World rank
- #1,599,660 of 1,633,909 ranked researchers
- Rank in Japan
- #111,662 of 114,622
- Works
- 22
- Citations
- 8
- Citations per work
- 0.4
What does Shin’ya Yamaguchi research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence53% of their works
- 2Computer Vision and Pattern Recognition41% of their works
- 3Statistical and Nonlinear Physics3% of their works
- 4Computational Theory and Mathematics3% of their works
Research topics
- Domain Adaptation and Few-Shot Learning
- Adversarial Robustness in Machine Learning
- Advanced Neural Network Applications
- Generative Adversarial Networks and Image Synthesis
- Multimodal Machine Learning Applications
- Advanced Image Processing Techniques
- Digital Media Forensic Detection
- Natural Language Processing Techniques
Which keywords describe Shin’ya Yamaguchi's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Representation Learning, Unsupervised Learning, Domain Adaptation, Generative Adversarial Networks, Transfer Learning and Adversarial Examples.
- Neural Machine Translation
- Super-Resolution
- Image Captioning
- Digital Forensics
- Image Inpainting
- Image Recognition
- Adversarial Examples
- Generative Adversarial Networks
- Unsupervised Learning
- Neural Networks
- Deep Learning
- Representation Learning
- Domain Adaptation
- Transfer Learning
- Convolutional Neural Networks
- Robustness
- Image Synthesis
- Image
- Image Forgery Detection
- Visual Question Answering
- Statistical Machine Translation
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 Learning176 topics
- Neural Networks114 topics
- Representation Learning82 topics
- Unsupervised Learning82 topics
- Domain Adaptation51 topic
- Generative Adversarial Networks52 topics
- Transfer Learning51 topic
- Adversarial Examples41 topic
- Convolutional Neural Networks41 topic
- Image Recognition41 topic
- Robustness41 topic
- Image Inpainting31 topic
- Image Synthesis31 topic
- Digital Forensics21 topic
- Image21 topic
- Image Captioning21 topic
- Image Forgery Detection21 topic
- Super-Resolution21 topic
- Visual Question Answering21 topic
- Neural Machine Translation11 topic
- Statistical Machine Translation11 topic
Where does Shin’ya Yamaguchi work?
Shin’ya Yamaguchi's main affiliation in the publication record is Kyoto University, Japan.
How many publications and citations does Shin’ya Yamaguchi have?
Science Explorer counts 22 works and 8 citations for Shin’ya Yamaguchi, ranking #1,599,660 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 Shin’ya Yamaguchi
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