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Reseach on deep learning & machine lerning for artificial intelligence

Video Object Segmentation, Semantic/Instance Segmentation, Object Detection/Tracking, Attention, Multi-modal Learning

3D Vision, Robotics, MLOps

AIFFEL, Artificial Intelligence Innovation School: Research Course, Incheon/South Korea (06/2021 ~ 12/2021)
Sungkyunkwan University, Seoul/AI & Media Lab (03/2022 ~ 02/2024)

Bachelor Degree of Environmental Engineering (03/2013 ~ 08/2019) (Kongju National University, Cheonan)
Master Degree of Electrical and Computer Engineering (03/2022 ~ 02/2024) (Inha University, Incheon)

KIM, Jiyun; KIM, JooHo; HONG, Sungeun. "G-TRACE: Grouped temporal recalibration for video object segmentation."
Image and Vision Computing, 2024, 105050 - International paper

김지윤, 홍성은, "외부 메모리 어텐션 기반 준지도 비디오 객체 분할"
방송공학회논문지, 28(5):613-622, 2023 - Domestic paper

김지윤, 홍성은, "준지도 비디오 객체 분할에서의 어텐션 기반 마스크 예측 경향성 분석"
Institute of Electronics and Information Engineers - Conference poster

김지윤, 홍성은, "재사용 관문 함수 기반 준지도 비디오 객체 분할 모델의 경향성 분석"
35th Workshop on Image Processing and Image Understanding - Conference poster