I am an AI research engineer at NAVER and a Ph.D. student at the Graduate School of AI at KAIST, under the guidance of Professor Sung Ju Hwang in MLAI Lab. My primary research interests lie in advancing the field of comprehensive image recognition techniques in real-world scenarios, particularly focusing on image segmentation and object detection.
In my research journey, I am deeply involved in exploring cutting-edge technologies such as vision foundation models like SAM, as well as developing multi-modal vision models. Additionally, I am actively engaged in pioneering label-efficient segmentation methods, including weakly or semi-supervised image segmentation. Another area of my focus is continual learning in image segmentation, where I strive to push the boundaries of knowledge and innovation.
Through my work, I aspire to contribute significantly to the advancement of artificial intelligence and its applications in solving real-world challenges. I am driven by a passion for innovation and a relentless pursuit of excellence in research and development.
AI Research Engineer at Naver Clova Vision Image-Vision team.
Internship at Naver Clova Visual AI FACE team.
Internship at Hyundai Mobis Autonomous Driving Advanced Development Team.
Internship at Naver Clova Vision OCR team.
Inha University, Information and Communication Engineering, Bachelor Degree.
Beomyoung Kim, Chanyong Shin, Joonhyun Jeong, Hyungsik Jung, Se-Yun Lee, Sewhan Chun, Dong-Hyun Hwang, Joonsang Yu
Arxiv Preprint [project page] [paper] [code]Beomyoung Kim, Sangeun Han, Eojindl Yi, and Junmo Kim
MIWAI 2021 [paper]Hyunjee Ryu, Beomyoung Kim, Heecheol Yoo, and Jungwon Lee
RiTA 2020 [paper]