Integrated M.S./Ph.D. Student Autonomous Computing System Laboratory (ACSL) AI Graduate School (AI) Gwangju Institute of Science and Technology (GIST)

Office

GIST Central Research Facilities 402

Email

[email protected]

Phone

+82-62-715-6385

Research Interests

• Computer Vision
• Robot Vision
• Environment Recognition

Education

2021-Present

Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea

Integrated M.S./Ph.D. Candidate in AI Graduate School

2016-2021

Chungnam National University, Daejeon, South Korea

Bachelor of Business Administration and Mechatronics Engineering

Publications

International Journal Paper

• Jiae Yoon, Myeongjin Lee, and Ue-Hwan Kim. "FourierAugment: Frequency-based image encoding for resource-constrained vision tasks." Knowledge-Based Systems (2024): 112695.

International Conference Paper

• Myeongjin Lee, Jiae Yoon, and Ue-Hwan Kim. "Overcoming Bias Towards Base Sessions in Few-Shot Class-Incremental Learning (FSCIL)." 12th International Conference on Robot Intelligence Technology and Applications (RiTA). 2024.
• Jiae Yoon, and Hyuk Lim. "CMCL: Clustering-based Memory Management for Continual Learning." 2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC). IEEE, 2022.

Domestic Conference Paper

• Jaewoo Kim, Jiae Yoon, and Ue-Hwan Kim. "대형 멀티모달 모델을 활용한 변화 캡셔닝 프레임워크 및 벤치마크 설계." 대한전자공학회 2025년도 하계종합학술대회(IEIE). 2025.
• Jiae Yoon, Jaewoo Kim, and Ue-Hwan Kim. "장면 변화 인지를 위한 트랜스포머 기반 대규모 사전 훈련 모델." 제19회 한국로봇종합학술대회(KRoC). 2024.

Recognitions

Paper Awards