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

Office

GIST Central Research Facilities 402

Email

[email protected]

Phone

+82-62-715-6385

Education

2021-Present

Gwangju Institute of Science 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 Conference Paper

• International Journal Paper

Research Interests

• Computer Vision
• Few-Shot Learning
• Class-Incremental Learning

Recognitions

Paper Awards

Robot Awards

Patents

• 임혁, 윤지애, "클러스터링 기법을 활용한 연속 학습 방법", 대한민국, 출원번호 10-2021-0183073, 2021.12.20.
• 김의환, 윤지애, “주파수 도메인을 이용한 학습 데이터 증강 방법 및 시스템”, 대한민국, 출원번호 10-2023-0084519, 2023.06.29.
• 김의환, 이명진, 윤지애, “편향 저감을 위한 퓨샷-점진적 학습 파이프라인 및 이를 이용한 데이터 처리 방법”, 대한민국, 출원번호 10-2023-0157635, 2023.11.14.
• 김의환, 윤지애, “Learning data augmentation method and system using frequency domain”, 미국, 출원번호 18/596963, 2024.03.06.