Changjae Kim

M.S. Student

chang5434 at dgist.ac.kr

Research Interests

• Domain Adaptation
• Generative Adversarial Network
• Image-to-Image Translation

Education

• M.S. Student in Electrical Engineering and Computer Sciences, DGIST, Mar 2021 - Feb 2023.

Research Experience

• R&D intern in Qualcomm Korea, Sep 2022 - Mar 2023.

Publications

• Multi-Target Domain Adaptation with Class-Wise Attribute Transfer in Semantic Segmentation
  Changjae Kim, Seunghun Lee, Sunghoon Im^†
  The 34th British Machine Vision Conference (BMVC), 2023
  [Paper] [Poster]
  Domain Adaptation/Semantic Segmentation
• ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation
  Seunghun Lee, Wonhyeok Choi, Changjae Kim, Minwoo Choi, Sunghoon Im^†
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
  - Encouragement Prize, 28th HumanTech Paper Award, Samsung Electronics Co., Ltd.
  [Paper] [Code]
  Image Synthesis/Generalization/Autonomous Driving

Scholarships & Awards

• Participation Prize, 28th HumanTech Paper Award, Samsung Electronics Co., Ltd, Feb 2022.