Sanghyun Park

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Multiple Instance

Partially Labeled

Domain Adaptation

Top Venues

Pattern Recognit.

Neural Networks

IEEE Robotics Autom. Lett.

Publications

Myeongkyun Kang, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
FedNN: Federated learning on concept drift data using weight and adaptive group normalizations. Pattern Recognit. 149 (2024)
Ihsan Ullah, Sion An, Myeongkyun Kang, Philip Chikontwe, Hyunki Lee, Jinwoo Choi, Sanghyun Park
Video domain adaptation for semantic segmentation using perceptual consistency matching. Neural Networks 179 (2024)
Soopil Kim, Heejung Park, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasets. Medical Image Anal. 95 (2024)
Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. AAAI (2024)
Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli-Mosabbeb, Kilian M. Pohl, Sanghyun Park
One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation. MICCAI (2) (2023)
Wei Peng, Ehsan Adeli, Tomas M. Bosschieter, Sanghyun Park, Qingyu Zhao, Kilian M. Pohl
Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model. MICCAI (8) (2023)
Sungjun Wang, Junghyun Seo, Hyunjae Jeon, Sungjin Lim, Sanghyun Park, Yongseob Lim
Horizontal Attention Based Generation Module for Unsupervised Domain Adaptive Stereo Matching. IEEE Robotics Autom. Lett. 8 (10) (2023)
Siwoo Nam, Jaehoon Jeong, Miguel Luna, Philip Chikontwe, Sanghyun Park
PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation. MICCAI (1) (2023)
Euijin Jung, Miguel Luna, Sanghyun Park
Conditional GAN with 3D discriminator for MRI generation of Alzheimer's disease progression. Pattern Recognit. 133 (2023)
Myeongkyun Kang, Dong Kyu Won, Miguel Luna, Philip Chikontwe, Kyung Soo Hong, June Hong Ahn, Sanghyun Park
Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation. Neural Networks 166 (2023)
Soopil Kim, Philip Chikontwe, Sion An, Sanghyun Park
Uncertainty-aware semi-supervised few shot segmentation. Pattern Recognit. 137 (2023)
Philip Chikontwe, Soo Jeong Nam, Heounjeong Go, Meejeong Kim, Hyun Jung Sung, Sanghyun Park
Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification. MICCAI (2) (2022)
Siwoo Nam, Myeongkyun Kang, Dong Kyu Won, Philip Chikontwe, Byeong-Joo Noh, Heounjeong Go, Sanghyun Park
Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor. PRIME@MICCAI (2022)
Hyeongdo Cha, Sion An, Seoyoung Choi, Seungun Yang, Sanghyun Park, Sukho Park
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 15 (3) (2022)