Difference between revisions of "Inseop Chung"

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== '''Research Interests''' ==
 
== '''Research Interests''' ==
Deep Learning, Computer Vision, Knowledge Distillation
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Deep Learning, Computer Vision, Knowledge Distillation, Domain Adaptation
  
 
== '''Work Experience''' ==
 
== '''Work Experience''' ==
 
<ul>
 
<ul>
 
<li>
 
<li>
June. 2020 ~ Present:  
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June 2020 ~ December 2020:  
 
:Research Intern at Naver Webtoons Corporation, Korea.
 
:Research Intern at Naver Webtoons Corporation, Korea.
 +
</li>
 +
<li>
 +
January 2022 ~ July 2022:
 +
:Research Intern at Qualcomm AI Research, Korea.
 
</li>
 
</li>
 
</ul>
 
</ul>
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== '''Education''' ==
 
== '''Education''' ==
 
<ul>
 
<ul>
 +
 
<li>
 
<li>
 
Mar. 2019 ~ Present:  
 
Mar. 2019 ~ Present:  
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:B.S. in Computer Science / Creative Technology Management (Double Major), Yonsei University, Korea.
 
:B.S. in Computer Science / Creative Technology Management (Double Major), Yonsei University, Korea.
 
</li>
 
</li>
 +
 +
<li>
 +
Oct. 2016 ~ Aug. 2017:
 +
:Exchange Student at Informatik (Computer Science) Department of Technische Universität München (Technical University of Munich), Germany.
 +
</li>
 +
 
</ul>
 
</ul>
  
 
== '''Publications''' ==
 
== '''Publications''' ==
 +
:<font size = 4>'''Preprint''' </font><br>
 
<ul>
 
<ul>
 +
<li> '''Inseop Chung''', Jayeon Yoo, Nojun Kwak, "[https://arxiv.org/abs/2110.10916 Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation]", arXiv, Oct. 2021.
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</li>
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</ul>
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:<font size = 4>'''International Conferences''' </font><br>
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<ul>
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<li>
 
<li>
Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak, "[https://arxiv.org/abs/1911.12721 Density-based Object Detection: Learning Bounding Boxes without Ground Truth Assignment]", arXiv, Mar. 2020.
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Byeonggeun Kim, Seunghan Yang, '''Inseop Chung''', Simyung Chang, "[https://arxiv.org/abs/2206.13691.pdf Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting]", 23rd '''INTERSPEECH''' Conference, Sep. 2022.
 
</li>
 
</li>
 +
 
<li>
 
<li>
'''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 ('''ICML2020'''), July 2020, Online, (accepted, [https://arxiv.org/abs/2002.01775 arXiv version])
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Seunghan Yang, Byeonggeun Kim, '''Inseop Chung''', Simyung Chang, "[https://arxiv.org/pdf/2206.13708.pdf Personalized Keyword Spotting through Multi-task Learning]", 23rd '''INTERSPEECH''' Conference, Sep. 2022.
 
</li>
 
</li>
 +
 +
<li>
 +
'''Inseop Chung''', Daesik Kim, Nojun Kwak, "[https://arxiv.org/pdf/2102.13002.pdf Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation]", Winter Conference on Applications of Computer Vision 2022 ('''WACV 2022'''), Jan. 2022.
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</li>
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<li>
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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.
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</li>
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 +
<li>
 +
Jaeyoung Yoo, Hojun Lee, '''Inseop Chung''', Geonseok Seo, Nojun Kwak, "[https://arxiv.org/abs/1911.12721 Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image]", International Conference on Computer Vision 2021 ('''ICCV 2021'''), Oct. 2021.
 +
</li>
 +
 +
<li>
 +
'''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>
 +
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.
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</li>
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</ul>
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:<font size = 4>'''Domestic Conferences''' </font><br>
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<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 ('''ICPR2020'''), Jan. 2021, Milan, Italy (accepted, [https://arxiv.org/abs/1904.09058 arXiv version])
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Hojun Lee, '''Inseop Chung''', Nojun Kwak, "Multi-modal sensor based framework for object detection", The 16th Korea Robotics Society Annual Conference ('''KRoC 2021'''), May. 2021
 
</li>
 
</li>
 
</ul>
 
</ul>
  
== '''Project''' ==
+
== '''Projects''' ==
 
<ul>
 
<ul>
 
<li>
 
<li>
Development of multimodal sensor-based intelligent systems for outdoor surveillance robots, 2019.3 ~ present
+
Development of multimodal sensor-based intelligent systems for outdoor surveillance robots, 2019.3 ~ 2021.12
 
</li>
 
</li>
 
</ul>
 
</ul>

Latest revision as of 10:48, 29 June 2022

Inseop.png Inseop Chung (정인섭)

서울대학교 융합과학부 석박통합과정 (2019.03 ~ )
연세대학교 창의기술경영/컴퓨터과학 학사 졸업 (2019.02)


Tel: +82-31-888-9579
e-mail: jis3613@snu.ac.kr
Google Scholar

Research Interests

Deep Learning, Computer Vision, Knowledge Distillation, Domain Adaptation

Work Experience

  • June 2020 ~ December 2020:
    Research Intern at Naver Webtoons Corporation, Korea.
  • January 2022 ~ July 2022:
    Research Intern at Qualcomm AI Research, Korea.

Education

  • Mar. 2019 ~ Present:
    M.S./Ph.D. Student in Graduate School of Convergence Science and Technology, Seoul National University, Korea.
  • Feb. 2019:
    B.S. in Computer Science / Creative Technology Management (Double Major), Yonsei University, Korea.
  • Oct. 2016 ~ Aug. 2017:
    Exchange Student at Informatik (Computer Science) Department of Technische Universität München (Technical University of Munich), Germany.

Publications

Preprint


International Conferences


Domestic Conferences
  • Hojun Lee, Inseop Chung, Nojun Kwak, "Multi-modal sensor based framework for object detection", The 16th Korea Robotics Society Annual Conference (KRoC 2021), May. 2021

Projects

  • Development of multimodal sensor-based intelligent systems for outdoor surveillance robots, 2019.3 ~ 2021.12