publications

Lightweight Uncertainty Estimation for Deformable Registration

• Jiyoon Shin and Jungwoo Lee

Unsupervised Neural Reconstruction via Rényi Distributionally Robust Optimization

• Jiyoon Shin, Sangwoo Hong, and Jungwoo Lee

Bias Alleviation through Network Pruning for Sparse and Debiased Models

• Sangwoo Hong, Sehwan Kim, Hyungjun Joo, Hyeonggeun Han, Jiyoon Shin, Yoav Wald, and Jungwoo Lee

Achieving Distributional Robustness with Group-wise Flat Minima

• Seowon Ji, Seunghyun Moon, Jiyoon Shin, and Sangwoo Hong

• Mathematics, 2025

A Plug-In Scheduler for Improved Deformable Medical Image Registration

• Jiyoon Shin, Youngwook Kim, and Jungwoo Lee

• IEEE Access, 2025

Learning Dual Hierarchical Representation for 3D Surface Reconstruction

• Jiyoon Shin, Youngwook Kim, Sangwoo Hong, and Jungwoo Lee

• In Proc. Asian Conf. on Computer Vision (ACCV), 2024

NeRFlex: Flexible Neural Radiance Fields with Diffeomorphic Deformation

• Jiyoon Shin, Sangwoo Hong, and Jungwoo Lee

• IEEE Access, 2024

MRI Imputation based on Fused Index- and Intensity- Registration

• Jiyoon Shin and Jungwoo Lee

• In Proc. IEEE/CVF Winter Conf. on Applications of Computer Vision (WACV), 2023

Fast Surface Reconstruction from Voxels by Learning Hierarchical Latent Code Sets

• Jiyoon Shin and Jungwoo Lee

• In Proc. Symp. Korean Inst. of communications and Information Sciences, 2024

3D MRI Imputation Using Learned Registration Fields

• Jiyoon Shin and Jungwoo Lee

• In Proc. Symp. Korean Inst. of communications and Information Sciences, 2022

Capturing Korea's Social Issues using KR-Word Bank Algorithm

• Jiyoon Shin and Jungwoo Lee

• In Proc. Symp. Korean Inst. of communications and Information Sciences, 2021