Sanghyun Park

23 papers A* 1Journal 12Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient one-shot federated learning on medical data using knowledge distillation with image synthesis and client model adaptation.
Medical Image Anal.
Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2025 J jnl
MOSInversion: Knowledge distillation-based incremental learning in organ segmentation using DeepInversion.
Comput. Biol. Medicine
Jihyeon Kim, Gyeongmin Lee, Seung Yeon Shin, Soopil Kim, Sanghyun Park
2024 J jnl
Dual Attention Relation Network With Fine-Tuning for Few-Shot EEG Motor Imagery Classification.
IEEE Trans. Neural Networks Learn. Syst.
Sion An, Soopil Kim, Philip Chikontwe, Sanghyun Park
2024 J jnl
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations.
Pattern Recognit.
Myeongkyun Kang, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2024 J jnl
Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets.
Medical Image Anal.
Soopil Kim, Heejung Park, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2024 A* conf
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection.
AAAI
Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2024 — conf
InstaSAM: Instance-Aware Segment Any Nuclei Model with Point Annotations.
MICCAI (4)
Siwoo Nam, Hyun Namgung, Jaehoon Jeong, Miguel Luna, Soopil Kim, Philip Chikontwe, Sanghyun Park
2024 — conf
Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification.
MICCAI (4)
Philip Chikontwe, Myeongkyun Kang, Miguel Luna, Siwoo Nam, Sanghyun Park
2024 J jnl
Video domain adaptation for semantic segmentation using perceptual consistency matching.
Neural Networks
Ihsan Ullah, Sion An, Myeongkyun Kang, Philip Chikontwe, Hyunki Lee, Jinwoo Choi, Sanghyun Park
2023 J jnl
Conditional GAN with 3D discriminator for MRI generation of Alzheimer's disease progression.
Pattern Recognit.
Euijin Jung, Miguel Luna, Sanghyun Park
2023 J jnl
Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation.
Neural Networks
Myeongkyun Kang, Dong Kyu Won, Miguel Luna, Philip Chikontwe, Kyung Soo Hong, June Hong Ahn, Sanghyun Park
2023 J jnl
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection.
CoRR
Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
2023 — conf
Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model.
MICCAI (8)
Wei Peng, Ehsan Adeli, Tomas M. Bosschieter, Sanghyun Park, Qingyu Zhao, Kilian M. Pohl
2023 J jnl
Horizontal Attention Based Generation Module for Unsupervised Domain Adaptive Stereo Matching.
IEEE Robotics Autom. Lett.
Sungjun Wang, Junghyun Seo, Hyunjae Jeon, Sungjin Lim, Sanghyun Park, Yongseob Lim
2023 — conf
One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation.
MICCAI (2)
Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli-Mosabbeb, Kilian M. Pohl, Sanghyun Park
2023 — conf
PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation.
MICCAI (1)
Siwoo Nam, Jaehoon Jeong, Miguel Luna, Philip Chikontwe, Sanghyun Park
2023 J jnl
Uncertainty-aware semi-supervised few shot segmentation.
Pattern Recognit.
Soopil Kim, Philip Chikontwe, Sion An, Sanghyun Park
2022 — conf
Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification.
MICCAI (2)
Philip Chikontwe, Soo Jeong Nam, Heounjeong Go, Meejeong Kim, Hyun Jung Sung, Sanghyun Park
2022 J jnl
Study on Intention Recognition and Sensory Feedback: Control of Robotic Prosthetic Hand Through EMG Classification and Proprioceptive Feedback Using Rule-based Haptic Device.
IEEE Trans. Haptics
Hyeongdo Cha, Sion An, Seoyoung Choi, Seungun Yang, Sanghyun Park, Sukho Park
2022 — conf
Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor.
PRIME@MICCAI
Siwoo Nam, Myeongkyun Kang, Dong Kyu Won, Philip Chikontwe, Byeong-Joo Noh, Heounjeong Go, Sanghyun Park
2021 — conf
Conditional GAN with an Attention-Based Generator and a 3D Discriminator for 3D Medical Image Generation.
MICCAI (6)
Euijin Jung, Miguel Luna, Sanghyun Park
2020 — conf
Conditional Generative Adversarial Network for Predicting 3D Medical Images Affected by Alzheimer's Diseases.
PRIME@MICCAI
Euijin Jung, Miguel Luna, Sanghyun Park
2018 — conf
Enhancement of Perivascular Spaces Using a Very Deep 3D Dense Network.
PRIME@MICCAI
Euijin Jung, Xiaopeng Zong, Weili Lin, Dinggang Shen, Sanghyun Park