이 웹사이트는 더 이상 유지 보수가 되지 않습니다. https://unique-chan.github.io/ 로 방문 부탁드립니다. 감사합니다. :)

• August 2026: I got my Ph.D. degree from GIST EECS. (Dissertation Title: Learning for Visual Understanding: A Data-Centric Perspective)

• June 2026: Now, I joined LIG Defense&Aerospace (AI Lab.), Pangyo, Korea

• July 2025: 대한민국 국방과학기술 전문가 초청 (Since 18 July 2025, From KRIT 국방기술진흥연구소)

• Jan 2025: Now, I joined IEEE & Geoscience and Remote Sensing Society (GRSS) (No. 98318068)

• August 2021: I got my M.S. degree from GIST EECS. (Thesis Title: Rethinking Softmax Cross Entropy for Imbalanced Image Classification)

• March 2020: My Korean National Researcher ID has been issued: 1252 9983

• March 2020: Welcome! My homepage is now available.

• Y. Kim, J. Park, D. Yoon, N. Jung, and M. Jeon, "G-MAD: A Game-Based Data Generation Framework for Multi-View RGB-T Aerial Object Detection," in Proc. ACM Multimedia (MM), 2026.

• Y. Kim, D. Yoon, S. Kim, and M. Jeon, "NSegment: Label-specific Deformations for Remote Sensing Image Segmentation," IEEE Geosci. Remote Sens. Lett. (GRSL), 2025.

• U. Fatima, Z. Khan, Y. Kim, J. Kim, W. Pedrycz, and M. Jeon, "Resource Efficient Framework for Remote Sensing Visual Recognition", IEEE Sens. J., 2025.

• Y. Kim, S. Kim, and M. Jeon, "NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection," IEEE Geosci. Remote Sens. Lett. (GRSL), 2025.

• Y. Lee, Y. Kim, J. Yu, and M. Jeon, "Learning to remove bad weather: towards robust visual perception for self-driving," IEEE Robot. Autom. Lett. (RA-L) with the ICRA Presentation, 2022

• Y. Lee, Y. Ko, Y. Kim, and M. Jeon, "Perception-friendly video enhancement for autonomous driving under adverse weather conditions," in Proc. IEEE Int. Conf. Robot. Autom. (ICRA), 2022

• Y. Kim, Y. Lee, and M. Jeon, "Imbalanced image classification with complement cross entropy," Elsevier Pattern Recognit. Lett. (PRL), vol. 151, 2021.

• 김예찬, 주종민, 김수연, 전문구, 김지아, 이송재, 박상아, 박정호, 강선종, "경계 상자 보정 장치 및 방법", 출원번호: 10-2026-0092318, 출원일자: 2026.05.21., (Ack: LIG Defense & Aerospace)

• J. Kim, C. Kwon, K. Cho, J. Jin, J. Park, S. Kim, Y. Kim, M. Jeon, "Method and apparatus for generating training data for training Visual Question Answering model," KOR, Filling date: 27 March 2025, Filling No.: 10-2025-0039703

• Y. Kim, M. Jeon, K. Kim, "Crowd density estimation model learning method, system and crowd density estimation method and system using the same," KOR, Filling date: 21 January 2025, Filling No.: 10-2025-0008645

• Y. Kim, S. Kim, S. Kim, and M. Jeon, "Virtual data generation method and system available for learning crowd density estimation model," KOR, Filling date: 10 July 2024, Filling No.: 10-2024-0090992

• Y. Kim, J. Park, and M. Jeon, "Apparatus, method and computer program for generating virtual image data for target detection," KOR, Filling date: 13 November 2023, Filling No.: 10-2023-0156525

• Y. Kim, M. Han, Y. Yoon, and M. Jeon, "System, method, and program for identifying tourist movement patterns and recommending tourist courses based on public transportation big data," KOR, Filling date: 28 February 2022, Filling No.: 10-2022-0025940

• Y. Yoon, Y. Kim, and M. Jeon, "Apparatus and method for recognizing gait using noise reduction network," KOR, Filling date: 31 August 2021, Filling No.: 10-2021-0115818

• Y. Kim, Y. Lee, and M. Jeon, "A method for learning from imbalanced data using complement cross entropy," KOR, Filling date: 30 August 2021, Filling No.: 10-2021-0114804

• One best conference paper award of Korea Software Congress from Korea Institute of Information and Science, 2023.

• One best conference paper award of Korea Computer Congress from Korea Institute of Information and Science, 2023.

• One best transaction paper award from Korea Institute of Information and Science, 2021.

• Four outstanding conference paper awards of Korea Computer Congress from Korea Institute of Information and Science, 2020-2023.

• Recognition award (summa cum laude in Jeju Nat'l Univ) from Jeju Special Self-governing Provincial Council, Republic of Korea, 2020.

• Two awards for outstanding performance in 11th and 12th TOPCIT (Test of Practical Competency in ICT) from MSIT (Ministry of Science and Technology), Republic of Korea, 2019.

• Academic scholarships funded by EK (2017), The Scholarship Foundation of Future Leaders* (2017-2019), Honorary Doctor Chu-wol Ko (2018), Kakao* (2018-2019), KEPCO* (Korea Electric Power Corporation, 2021), and GIST (2020-2025).

• Research excellence scholarships by GIST, School of Electrical Engineering and Computer Science (2022, 2025)

• 국방활용가능 민간보유기술조사를 위한 전문가 토의 (지휘통제 및 사이버 분과), KRIT, 15 October 2025. [Paid]

• AAAI, "The Fortieth AAAI Conference on Artificial Intelligence (AAAI)"

• IEEE/CVF, "Computer Vision and Pattern Recognition Conference (CVPR)"

• ECVA, "European Conference on Computer Vision (ECCV)"

• IEEE, "Transactions on Medical Imaging (T-MI)", "IEEE Transactions on Automation Science and Engineering (T-ASE)", "Geoscience and Remote Sensing Letters (GRSL)", "Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS)" and so on

• Springer, "Artificial Intelligence Review", "Scientific Reports", "The Visual Computer", "Multimedia Systems", and so on

• Elsevier, "ISPRS Journal of Photogrammetry and Remote Sensing (JPRS)", "Pattern Recognition (PR)", "Pattern Recognition Letters (PRL)", "Neurocomputing", "Journal of Visual Communication and Image Representation", and so on

• 1 March 2026 - 30 May 2026, Person in Charge & Researcher for NRF Project (Research on human-AI interactive visual perception agents powered by world foundation models), Korea NRF, GIST

• 1 April 2024 - 31 March 2026, Person in Charge & Researcher for GIST-LIGNex1 Collaboration Project (Development of situation awareness and decision support algorithms based on large-scale AI models), LIGNex1, GIST

• 1 March 2023 - 28 February 2026, Person in Charge & Researcher for NRF Project (Research on multi-view based density estimation and crowd analysis in unconstrained real-world scenarios), Korea NRF, GIST

• 1 Oct 2022 - 31 December 2024, Person in Charge & Researcher for ADD Project (Research on target detection/recognition from satellite imagery based on transformer structures), Korea ADD, GIST

• 1 July 2022 - 31 December 2025, Researcher for GIST-MIT collaboration Project (Extending Contrastive Learning to New Data Modalities and Resource-Limited Devices), GIST

• 1 September 2021 - 29 February 2024, Researcher for DeepView Project (Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis), Korea IITP, GIST

• 1 March 2020 - 29 February 2024, Researcher for CT Project (Development of Intelligent Exhibition Commentary Platforms for Deaf - Korean Sign Language/Word Translation Systems), Korea KOCCA, GIST

• 1 September 2022 - 31 August 2025, Technical Research Personnel (Alternative Military Service), GIST