Junsuk Choe
Impact in
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- Advanced Neural Network Applications
- Advanced Image and Video Retrieval Techniques
- Multimodal Machine Learning Applications
- Video Surveillance and Tracking Methods
- Artificial Intelligence top 0.5%
- Domain Adaptation and Few-Shot Learning
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
Papers in
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- Advanced Neural Network Applications 13
- Advanced Image and Video Retrieval Techniques 7
- Multimodal Machine Learning Applications 5
- Optical measurement and interference techniques 2
- Image Enhancement Techniques 2
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- Domain Adaptation and Few-Shot Learning 14
- Adversarial Robustness in Machine Learning 3
- Machine Learning and Data Classification 3
- Co-authors
- Sangdoo Yun (7 shared papers)Seong Joon Oh (6 shared papers)Dongyoon Han (5 shared papers)Sanghyuk Chun (4 shared papers)Youngjoon Yoo (1 shared paper)Hyunjung Shim (9 shared papers)Seungho Lee (3 shared papers)Eunji Kim (1 shared paper)
- Journals
- Pattern Recognition Letters (6 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (2 papers)Information Sciences (1 paper)Pattern Recognition (1 paper)Applied Ergonomics (1 paper)
- Partner nations
- South KoreaGermanyUnited States
In The Last Decade
Junsuk Choe
20 papers receiving 3.3k citations
Junsuk Choe's Hit Papers
Peers
Comparison fields: 5 of 139
- Computer Vision and Pattern Recognition 2.2k
- Artificial Intelligence 1.6k
- Media Technology 291
- Industrial and Manufacturing Engineering 194
- Radiology, Nuclear Medicine and Imaging 297
Countries citing papers authored by Junsuk Choe
This map shows the geographic impact of Junsuk Choe's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Junsuk Choe with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junsuk Choe more than expected).
Fields of papers citing papers by Junsuk Choe
This network shows the impact of papers produced by Junsuk Choe. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Junsuk Choe. The network helps show where Junsuk Choe may publish in the future.
Co-authors
The 25 scholars most cited alongside Junsuk Choe, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 25 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features Hit paper breakdown → | 2019 | 2761 |
| 2 | 2019 | 241 | |
| 3 | 2020 | 80 | |
| 4 | 2022 | 72 | |
| 5 | 2021 | 50 | |
| 6 | 2017 | 41 | |
| 7 | 1998 | 19 | |
| 8 | 2021 | 18 | |
| 9 | 2021 | 17 | |
| 10 | 2006 | 15 | |
| 11 | 2022 | 12 | |
| 12 | 2023 | 8 | |
| 13 | 2024 | 5 | |
| 14 | 2021 | 5 | |
| 15 | 2024 | 4 | |
| 16 | 2021 | 2 | |
| 17 | 2024 | 2 | |
| 18 | 2023 | 1 | |
| 19 | 2015 | 1 | |
| 20 | 2018 | 1 |
About Junsuk Choe
Junsuk Choe is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Aerospace Engineering, Social Psychology and Atomic and Molecular Physics, and Optics, having authored 25 papers that have together received 3.4k indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (14 papers), Advanced Neural Network Applications (13 papers), Advanced Image and Video Retrieval Techniques (7 papers), Multimodal Machine Learning Applications (5 papers), Adversarial Robustness in Machine Learning (3 papers), Machine Learning and Data Classification (3 papers), Optical measurement and interference techniques (2 papers) and Image Enhancement Techniques (2 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.2k citations), Artificial Intelligence (1.6k citations), Media Technology (291 citations), Industrial and Manufacturing Engineering (194 citations) and Radiology, Nuclear Medicine and Imaging (297 citations). Junsuk Choe has collaborated with scholars based in South Korea, Germany and United States. Frequent co-authors include Sangdoo Yun, Seong Joon Oh, Dongyoon Han, Sanghyuk Chun, Youngjoon Yoo, Hyunjung Shim, Seungho Lee, Eunji Kim, Sungroh Yoon and Jungbeom Lee. Their work appears in journals such as Pattern Recognition Letters, IEEE Transactions on Pattern Analysis and Machine Intelligence, Information Sciences, Pattern Recognition and Applied Ergonomics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.