publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. 2026_ACTTA.PNG
    AcTTA : Rethinking Test-Time Adaptation via Dynamic Activation
    Hyeongyu Kim*, Geonhui Han*, and Dosik Hwang
    * Equal Contribution
    CVPR (Accepted), 2026
    Code
  2. 2026_CDBUFFER.PNG
    CD-Buffer: Complementary Dual-Buffer Framework for Test-Time Adaptation in Adverse Weather Object Detection
    Youngjun Song, Hyeongyu Kim, and Dosik Hwang
    CVPR (Accepted), 2026
  3. 2026_JPHYSICS.PNG
    Semi-supervised virtual staining using learned-illumination Fourier ptychography for high-speed label-free histopathology
    Kyung Chul Lee, Hyesuk Chae, Jongho Kim, and 8 more authors
    Journal of Physics: Photonics, 2026
    Paper Link

2025

  1. 2025_BUFFER.png
    Buffer layers for Test-Time Adaptation
    Hyeongyu Kim*, Geonhui Han*, and Dosik Hwang
    * Equal Contribution
    NeurIPS, 2025
    Paper Link Code
  2. 2025_CBM.PNG
    MinT: Magnetic resonance image unsupervised translation via decoupling anatomical structure and contrast
    Hanbyol Jang, Hyeongyu Kim, Sewon Kim, and 1 more author
    Computers in Biology and Medicine, 2025
    Paper Link
  3. 2025_ISMRM.png
    Self-Supervised Isotropic MRI Volume Restoration from Complementary Contrast-Plane Acquisition using Two-Phase Fast Score-based Models
    Hyeongyu Kim, Youngjun Song, Tolga Çukur, and 1 more author
    2025 ISMRM & ISMRT Annual Meeting & Exhibition, 2025
    Paper Link
  4. 2025_APT.PNG
    Anatomical consistency and adaptive prior-informed transformation for multi-contrast mr image synthesis via diffusion model
    Yejee Shin, Yeeun Lee, Hanbyol Jang, and 3 more authors
    CVPR, 2025
    Paper Link Code

2024

  1. 2024_ISMRM.png
    Anatomy-Matching based Multi-contrast MR Super-resolution
    Hyeongyu Kim, Hyungseob Shin, Youngjun Song, and 1 more author
    2024 ISMRM & ISMRT Annual Meeting & Exhibition, 2024
    Paper Link

2023

  1. 2023_SEGA.PNG
    Position-encoded pixel-to-prototype contrastive learning for aortic vessel tree segmentation
    Hyeongyu Kim, Yejee Shin, and Dosik Hwang
    MICCAI Challenge on Segmentation of the Aorta, 2023
    Paper Link
  2. 2023_DIMIX.PNG
    Dimix: Disentangle-and-mix based domain generalizable medical image segmentation
    Hyeongyu Kim*, Yejee Shin*, and Dosik Hwang
    * Equal Contribution
    MICCAI, 2023
    Paper Link
  3. 2023_SDC_UDA.PNG
    Sdc-uda: Volumetric unsupervised domain adaptation framework for slice-direction continuous cross-modality medical image segmentation
    Hyungseob Shin*, Hyeongyu Kim*, Sewon Kim, and 3 more authors
    * Equal Contribution
    CVPR, 2023
    Paper Link Code
  4. 2023_MIA.PNG
    CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation
    Reuben Dorent, Aaron Kujawa, Marina Ivory, and 5 more authors
    Medical Image Analysis, 2023
    Paper Link

2022

  1. 2022_COSMOS.PNG
    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, and 3 more authors
    * Equal Contribution
    arXiv preprint arXiv:2203.16557, 2022
    Paper Link
  2. 2022_SPIE.png
    Deep residual network with data consistency for subsampled Fourier ptychographic microscopy
    Hyeon Gyu Kim, Kyung Won Kim, Kyung Chul Lee, and 5 more authors
    SPIE Photonics West 2022, 2022
    Paper Link