I am a first lieutenant in the Republic of Korea Air Force (ROKAF), currently serving as a research officer at the Agency for Defense Development (ADD), the Korean counterpart to the U.S. DARPA. I am fortunate to work under the guidance of Prof. Stella X. Yu from the University of Michigan and Prof. Sangwoo Mo from POSTECH. Previously, I completed my bachelor's degree (Summa Cum Laude) in Computer Science and Engineering at POSTECH.

Research Interests
My research interests lie in computer vision and deep learning, with a particular focus on developing systems that emulate human cognitive processes. I aim to create machines that perceive not merely to recognize, but to truly comprehend the physical world. Accordingly, I am currently focusing on the following topics, among others:
Grounded visual understanding
Structured visual priors
Robust generalization
Context-aware representation

Publications

Textual Query-Driven Mask Transformer for Domain Generalized Segmentation

ECCV 2024

Textual Query-Driven Mask Transformer for Domain Generalized Segmentation

Byeongju Woo*, Byeonghyun Pak*, Sunghwan Kim*, Dae-hwan Kim, Hoseong Kim

Human Pose Estimation in Extremely Low-Light Conditions

CVPR 2023

Human Pose Estimation in Extremely Low-Light Conditions

Sohyun Lee*, Jaesung Rim*, Boseung Jeong, Geonu Kim, ByungJu Woo, Haechan Lee, Sunghyun Cho, Suha Kwak

Experience

First Lieutenant

Mar 2023 – Present

Republic of Korea Army (ROKA)

  • Selected as one of 20 research officers nationwide dedicated to science-and-technology R&D for national defense

Research Officer for National Defense

Mar 2023 – Present

Agency for Defense Development (ADD)

Manager: Dr. Eunjin Koh/Advisor: Dr. Hoseong Kim
  • Investigated and improved domain generalization for reliable infrared imagery object detection in data-scarce settings (1 publication in ECCV 2024).

Education

Pohang University of Science and Technology (POSTECH)

B.S. in Computer Science and EngineeringMar 2019 – Feb 2023