Seungjin Choi
Seungjin Choi publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Machine Learning and Data Classification, Face and Expression Recognition and Blind Source Separation Techniques.
- World rank
- #466,299 of 1,633,909 ranked researchers
- Rank in South Korea
- #5,662 of 38,381
- Works
- 43
- Citations
- 198
- Citations per work
- 4.6
What does Seungjin Choi research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence32% of their works
- 2Computer Vision and Pattern Recognition17% of their works
- 3Molecular Biology10% of their works
- 4Signal Processing8% of their works
- 5Computational Mechanics7% of their works
- 6Cognitive Neuroscience3% of their works
Research topics
Which keywords describe Seungjin Choi's research?
The keywords of their largest research topics: Sparse Representation, Meta-Learning, Blind Separation, Dimensionality Reduction, Face Recognition, Hyperparameter Optimization, Independent Component Analysis and Noisy Labels.
- sequence alignment
- RNA-Seq
- Chromatin
- Transfer Learning
- Domain Adaptation
- Noisy Labels
- Hyperparameter Optimization
- Dimensionality Reduction
- Meta-Learning
- Sparse Representation
- Blind Separation
- Face Recognition
- Independent Component Analysis
- Compressed Sensing
- Signal Recovery
- Brain-Computer Interfaces
- EEG Analysis
- Transcription
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 18 words, with their numbers
- Sparse Representation113 topics
- Meta-Learning72 topics
- Blind Separation41 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Hyperparameter Optimization41 topic
- Independent Component Analysis41 topic
- Noisy Labels41 topic
- Compressed Sensing31 topic
- Domain Adaptation31 topic
- Signal Recovery31 topic
- Transfer Learning31 topic
- Brain-Computer Interfaces21 topic
- Chromatin21 topic
- EEG Analysis21 topic
- RNA-Seq21 topic
- Transcription21 topic
- sequence alignment21 topic
Where does Seungjin Choi work?
Seungjin Choi's main affiliation in the publication record is Pohang University of Science and Technology, South Korea.
How many publications and citations does Seungjin Choi have?
Science Explorer counts 43 works and 198 citations for Seungjin Choi, ranking #466,299 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 Seungjin Choi
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