Personal profile
In Korean
이재협 교수(IT대학 컴퓨터학부)
Education
o (2018) B.S. Electrical Engineering, KAIST
o (2020) M.S. Electrical Engineering, KAIST
o (2024) Ph.D., Electrical Engineering, KAIST
o (2020) M.S. Electrical Engineering, KAIST
o (2024) Ph.D., Electrical Engineering, KAIST
Professional Experience
o (2024~2024) Staff Researcher, Samsung Advanced Institute of Technology (SAIT), Korea
Research Interests
Artificial Intelligence, Deep-learning, Computer Vision
Major Research Achievements
o SIPSA-Net: Shift-Invariant Pan Sharpening with Moving Object Alignment for Satellite Imagery
o CFCA-SET: Coarse-to-Fine Context-Aware SAR-to-EO Translation With Auxiliary Learning of SAR-to-NIR Translation
o Segmentation-Guided Context Learning Using EO Object Labels for Stable SAR-to-EO Translation
o CFCA-SET: Coarse-to-Fine Context-Aware SAR-to-EO Translation With Auxiliary Learning of SAR-to-NIR Translation
o Segmentation-Guided Context Learning Using EO Object Labels for Stable SAR-to-EO Translation
url
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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RPM: Robust PAN-Sharpening With Multispectral Misalignment Correction
Park, J., Kim, S., Jeon, M., Kim, H. H., Seo, D., Jung, J. & Lee, J., 2026, In: IEEE Geoscience and Remote Sensing Letters. 23, 6005205.Research output: Contribution to journal › Article › peer-review
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3DEKD: 3D Explanation-Based Knowledge Distillation for Pillar-Based 3D Object Detection
Choi, H., Kang, D., Lee, D. H., Lee, J. & Park, S. H., 2025, In: IEEE Signal Processing Letters. 32, p. 2972-2976 5 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening
Kim, S., Do, J., Lee, J. & Kim, M., 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 23069-23079 11 p.Research output: Contribution to journal › Conference article › peer-review
6 Scopus citations -
Uncertainty-Guided Face Matting for Occlusion-Aware Face Transformation
Cho, H. & Lee, J., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 9686-9694 9 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
U-SET: Uncertainty-Aware SAR-to-EO Translation
Jeon, M., Kim, H. H., Park, J., Seo, D. & Lee, J., 2025, In: IEEE Signal Processing Letters. 32, p. 4244-4248 5 p.Research output: Contribution to journal › Article › peer-review