Rethinking Pixel-Wise Loss for Face Super-Resolution. - Jonghyun Kim; Jiun Lee; Hyeongyu Kim; Wonjoon Song; Joongkyu Kim (ICEIC, 2021)

Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation. - Hyungseob Shin; Hyeongyu Kim; Sewon Kim; Yohan Jun; Taejoon Eo; Dosik Hwang (CoRR, 2021)

Image-to-Image Translation for Near-Infrared Image Colorization. - Hyeongyu Kim; Jonghyun Kim; Joongkyu Kim (ICEIC, 2022)

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. - Reuben Dorent; Aaron Kujawa; Marina Ivory; Spyridon Bakas; Nicola Rieke; Samuel Joutard; Ben Glocker; Jorge Cardoso 002; Marc Modat; Kayhan Batmanghelich; Arseniy Belkov; Maria G. Baldeon Calisto; et al. (CoRR, 2022)

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 (CoRR, 2022)

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)

Use of Attention Mechanism for Decoder in Deep Learning-based Image Super Resolution. - Hyeongyu Kim; Byung Chan Choi; Haewoon Nam (ICTC, 2023)

DiMix: Disentangle-and-Mix Based Domain Generalizable Medical Image Segmentation. - Hyeongyu Kim; Yejee Shin; Dosik Hwang (MICCAI (3), 2023)

Position-Encoded Pixel-to-Prototype Contrastive Learning for Aortic Vessel Tree Segmentation. - Hyeongyu Kim; Yejee Shin; Dosik Hwang (SEG.A@MICCAI, 2023)

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; et al. (Medical Image Anal., 2023)

HEaaN.MLIR: An Optimizing Compiler for Fast Ring-Based Homomorphic Encryption. - Sunjae Park; Woosung Song; Seunghyeon Nam; Hyeongyu Kim; Junbum Shin; Juneyoung Lee (Proc. ACM Program. Lang., 2023)

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)

MinT: Magnetic resonance image unsupervised translation via decoupling anatomical structure and contrast. - Hanbyol Jang; Hyeongyu Kim; Sewon Kim; Dosik Hwang (Comput. Biol. Medicine, 2025)