Hyeongyu Kim

PhD student, Yonsei University

Joined

November 2022

Names

Hyeongyu Kim (Preferred)

Emails

****@naver.com (Confirmed)

,

****@yonsei.ac.kr (Confirmed)

Personal Links

Career & Education History

PhD student

Yonsei University (yonsei.ac.kr)

2020 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2026

Expertise

deep learning

2020 – Present

Medical Imaging

2020 – Present

Domain Adaptation

2020 – Present

Publications

Buffer layers for Test-Time Adaptation
Hyeongyu Kim, GeonHui Han, Dosik Hwang
- NeurIPS 2025 poster
- Readers: Everyone
Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model
Yejee Shin, Yeeun Lee, Hanbyol Jang, Geonhui Son, Hyeongyu Kim, Dosik Hwang
- CVPR 2025
- Readers: Everyone
MinT: Magnetic resonance image unsupervised translation via decoupling anatomical structure and contrast
Hanbyol Jang, Hyeongyu Kim, Sewon Kim, Dosik Hwang
- Comput. Biol. Medicine 2025
- Readers: Everyone
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
- CVPR 2023
- Readers: Everyone
DiMix: Disentangle-and-Mix Based Domain Generalizable Medical Image Segmentation
Hyeongyu Kim, Yejee Shin, Dosik Hwang
- MICCAI (3) 2023
- Readers: Everyone
Position-Encoded Pixel-to-Prototype Contrastive Learning for Aortic Vessel Tree Segmentation
Hyeongyu Kim, Yejee Shin, Dosik Hwang
- SEG.A@MICCAI 2023
- Readers: Everyone
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, M. Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi et al. (20 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 10 May 2023
- Medical Image Anal. 2023
- Readers: Everyone
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
- Published: 01 Jan 2023, Last Modified: 23 Feb 2024
- CoRR 2023
- Readers: Everyone
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
- 15 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training
Hyungseob Shin, Hyeongyu Kim, Sewon Kim, Yohan Jun, Taejoon Eo, Dosik Hwang
- 2022 (modified: 16 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 12 publications

Co-Authors

View all 49 co-authors