About Me

I am an integrated M.S. & Ph.D. student at POSTECH. I am a member of Computer Vision Lab. at POSTECH, under supervision of Prof. Suha Kwak.

My research interests lie in Robust and Trustworthy AI, Complex Reasoning Capabilities of Multimodal Large Language Models (MLLMs) and their applications.
If you are interested in my research projects, please feel free to contact me.

News

  1. Jan 2025

    A paper on domain generalization is accepted to ICLR 2025!

Publications

  • Decoupled Finetuning for Domain Generlizable Semantic Segmentation

    Jaehyun Pahk, Donghyeon Kwon, Seong Joon Oh, Suha Kwak
    International Conference on Learning Representations (ICLR), 2025
    [Paper]

  • WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation

    Namyup Kim, Taeyoung Son, Jaehyun Pahk, Cuiling Lan, Wenjun Zeng, Suha Kwak
    IEEE International Conference on Robotics and Automation (ICRA), 2023
    [Paper] [Project Page]

Resume

Education

  1. Pohang University of Science and Technology (POSTECH)

    2023 — Present

    Integrated M.S. & Ph.D. at Computer Science and Engineering

  2. Daegu Gyeongbuk Institute of Science and Technology (DGIST)

    2019 — 2023

    B.S. at Undergraduate Studies

Experience