Difference between revisions of "Inseop Chung"
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'''Inseop Chung''', SeongUk Park, Jangho Kim, Nojun Kwak, "[https://arxiv.org/abs/2002.01775 Feature-map-level Online Adversarial Knowledge Distillation]", Thirty-seventh International Conference on Machine Learning ('''ICML 2020'''), July 2020. | '''Inseop Chung''', SeongUk Park, Jangho Kim, Nojun Kwak, "[https://arxiv.org/abs/2002.01775 Feature-map-level Online Adversarial Knowledge Distillation]", Thirty-seventh International Conference on Machine Learning ('''ICML 2020'''), July 2020. | ||
</li> | </li> | ||
+ | <li> | ||
+ | Jangho Kim, Minsung Hyun, '''Inseop Chung''', Nojun Kwak, "[https://arxiv.org/abs/1904.09058 Feature Fusion for Online Mutual Knowledge Distillation]", 25th International Conference on Pattern Recognition ('''ICPR 2020'''), Jan. 2021. | ||
+ | </li> | ||
+ | </ul> | ||
+ | :<font size = 4>'''Domestic Conferences''' </font><br> | ||
+ | <ul> | ||
<li> | <li> | ||
Jangho Kim, Minsung Hyun, '''Inseop Chung''', Nojun Kwak, "[https://arxiv.org/abs/1904.09058 Feature Fusion for Online Mutual Knowledge Distillation]", 25th International Conference on Pattern Recognition ('''ICPR 2020'''), Jan. 2021. | Jangho Kim, Minsung Hyun, '''Inseop Chung''', Nojun Kwak, "[https://arxiv.org/abs/1904.09058 Feature Fusion for Online Mutual Knowledge Distillation]", 25th International Conference on Pattern Recognition ('''ICPR 2020'''), Jan. 2021. |
Revision as of 20:03, 18 August 2021
Inseop Chung (정인섭)
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Research Interests
Deep Learning, Computer Vision, Knowledge Distillation, Domain Adaptation
Work Experience
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June 2020 ~ December 2020:
- Research Intern at Naver Webtoons Corporation, Korea.
Education
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Mar. 2019 ~ Present:
- M.S./Ph.D. Student in Graduate School of Convergence Science and Technology, Seoul National University, Korea.
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Feb. 2019:
- B.S. in Computer Science / Creative Technology Management (Double Major), Yonsei University, Korea.
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Oct. 2016 ~ Aug. 2017:
- Exchange Student at Informatik (Computer Science) Department of Technische Universität München (Technical University of Munich), Germany.
Publications
- International Conferences
- Kyuewang Lee*, Inseop Chung*, Daeho Um, Jaeseok Choi, Yeji Song, Seunghyeon Seo, Nojun Kwak, Jin Young Choi "Multi-modal Object Detection, Tracking, and Action Classification for Unmanned Outdoor Surveillance Robots", The 21st International Conference on Control, Automation and Systems (ICCAS 2021), Oct. 2021, * indicates equal contribution.
- Inseop Chung, Daesik Kim, Nojun Kwak, "Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation", arXiv, Feb. 2021.
- Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak, "Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image", International Conference on Computer Vision 2021 (ICCV 2021), Oct. 2021.
- Inseop Chung, SeongUk Park, Jangho Kim, Nojun Kwak, "Feature-map-level Online Adversarial Knowledge Distillation", Thirty-seventh International Conference on Machine Learning (ICML 2020), July 2020.
- Jangho Kim, Minsung Hyun, Inseop Chung, Nojun Kwak, "Feature Fusion for Online Mutual Knowledge Distillation", 25th International Conference on Pattern Recognition (ICPR 2020), Jan. 2021.
- Domestic Conferences
- Jangho Kim, Minsung Hyun, Inseop Chung, Nojun Kwak, "Feature Fusion for Online Mutual Knowledge Distillation", 25th International Conference on Pattern Recognition (ICPR 2020), Jan. 2021.
Projects
- Development of multimodal sensor-based intelligent systems for outdoor surveillance robots, 2019.3 ~ present