Kwanyoung Kim, Ph.D
Kwanyoung Kim, Ph.D
AI Research Scientist
Samsung Research,
k_0.kim [at] samsung.com
cubekwan [at] gmail.com
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Research Interests
Research Interests
• Deep Generative AI
- Developing efficient generative model with theoretical understandings
- Accelerating Diffusion models
• Inverse Problems and Computational Imaging
- Image restoration for Natural Images (Denoising, Super-Resolution, etc.)
- Medical Image Reconstructions (CT, Ultrasound, Microscopy)
• Multi-Modal Learning for AI Application
- Enhancing Multi-modal learning with Optimal Transport
- Large Multimodal model for Health Care AI
Education
Education
Ph. D., Kim Jae Chul Graduate School of AI (Sep. 2020 - Aug. 2024)
Korea Advanced Institute of Science and Technology (KAIST), South Korea
Thesis Title : "Score Matching Based Self-Supervised Image Denoising and Parameter Estimation"
Advisor: Prof. Jong Chul Ye
M. S., Electrical Engineering (Aug. 2018 - Aug. 2020)
Ulsan National Institute of Science and Technology (UNIST), South Korea
Thesis Title : "Unsupervised Training of Denoisers for Low-Dose CT Reconstruction Without Full-Dose Ground Truth"
Advisor: Prof. Se Young Chun, (He is currently in Seoul National University, SNU )
B. S., Electrical Engineering (Feb. 2012 - Aug. 2018)
Ulsan National Institute of Science and Technology (UNIST), South Korea, Summa Cum laude
Work Experiences
Work Experiences
Sep. 2024 - Current AI Research Scientist, Samsung Reserach
News
News
2025
2025
Our Paper accepted to ICCV2025 (acceptance rate = 24%)
Our Paper accepted to MedIA 2025 (Impact factor = 10.7)
2024
2024
I won the best oral presentation and poster award KOSAIM 2024
Our Paper accepted to ECCV 2024
I ended my Ph.D course at August, 2024
Our Paper accepted to ICLR 2024
Our Paper accepted to ICASSP 2024, IPIU 2024
2023
2023
I won the best poster award KOSAIM 2023
Awards
Awards
• Best Oral Presentation Award in Conference of Korean Society of Artificial Intelligence in Medicine, 2024
• Best Poster Award in Conference of Korean Society of Artificial Intelligence in Medicine, 2024
• Best Poster Award in Conference of Korean Society of Artificial Intelligence in Medicine, 2023
• 3rd Award in NTIRE 2018 Image Super Resolution Challenge Track 2&3 – x4 Denoising & Super resolution (CVPR Workshop), [Award Certificate]
• Honorable Mention Award in NTIRE 2018 Image Super Resolution Challenge Track 1 – x8 Super resolution (CVPR Workshop), [Award Certificate]
Invited Talks
Invited Talks
• Seoul National University, Invited Seminar on Cost-Efficient Generative AI — July 2025
• Microsoft Research Asia, Invited Seminar on Cost-Efficient Generative AI — April 2025
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