Education

Michigan State University

Ph.D. in Computer Science and Engineering • Aug. 2025 — present

Advisor: Xiaoming Liu

Sogang University

M.Sc. in Electronic Engineering • Mar. 2019 — Feb. 2021

Advisor: Suk-Ju Kang

Sogang University

B.Sc. in Electronic Engineering • Mar. 2012 — Feb. 2019

Experience

Yale Vision Lab.

Research Assistant • Aug. 2024 — Jul. 2025

42dot Inc.

Computer Vision Research Engineer • Mar. 2021 — Jul. 2024

Publications

Geometric Distillation from Rectified Stereo: Leveraging Epipolar Cues for Monocular Depth (EpiDistill)

Jung-Hee Kim, Xiaoming Liu

European Conference on Computer Vision (ECCV), 2026

paper / project page / code

Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens

Suchisrit Gangopadhyay*, Jung-Hee Kim*, Xien Chen*, Patrick Rim, Hyoungseob Park, Alex Wong

International Conference on Computer Vision (ICCV), 2025

paper

SlaBins: Fisheye Depth Estimation using Slanted Bins on Road Environments

Jongsung Lee*, Gyeongsu Cho*, Jeongin Park*, Seongoh Lee*, Kyongjun Kim, Jung-Hee Kim, Seong-Gyun Jeong, Kyungdon Joo

International Conference on Computer Vision (ICCV), 2023

paper

MiLO: Multi-task Learning with Localization Ambiguity Suppression for Occupancy Prediction

Thang Vu, Jung-Hee Kim, Myeongjin Kim, Sukwoo Jung, Seong-Gyun Jeong

IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023

Ranked 2nd place on CVPR 2023 3D Occupancy Prediction Challenge paper

Self-supervised surround-view depth estimation with volumetric feature fusion

Jung-Hee Kim*, Junhwa Hur*, Tien Phuoc Nguyen, Seong-Gyun Jeong

Neural Information Processing Systems (NeurIPS), 2022

paper / code

End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images

Jung-Hee Kim*, Siyeong Lee*, Suk-Ju Kang

AAAI Conference on Artificial Intelligence (AAAI), 2021

paper / code

Structured Camera Pose Estimation for Mosaic-based Omnidirectional Imaging

Woojune Park*, Jung-Hee Kim*, Suk-Ju Kang, Joonsoo Kim, Kugjin Yun, Won-Sik Cheong

IEEE International Symposium on Circuits and Systems (ISCAS), 2021

paper

Differentiable HDR Image Synthesis using Multi-exposure Images

Jung-Hee Kim*, Siyeong Lee*, Suk-Ju Kang

Neural Information Processing Systems Workshop (NeurIPSW), 2020

paper

Award

2nd Place Award

CVPR 2023 3D Occupancy Prediction Challenge

Service

Reviewer

Reviewer for NeurIPS 2026 (Top Reviewer), NeurIPS 2025