I am a Ph.D student at Seoul National University, under the supervision of
Prof. Nojun Kwak.
My research interests center around computer vision, with experience spanning across video rendering, 3D object detection, segmentation, and network pruning.
My primary focus is on video generation & editing, aiming to push the boundaries of their applications in real-world scenarios.
Education
Seoul National University
Ph. D in Computer Science, advised by
Prof. Nojun Kwak.
Supported by LG Electronics Scholarship 2023-2025
Spring 2020 - Current
Seoul National University
B.S. in Statistics and Psychology (double-major).
Spring 2013 - Spring 2020
Employment
NAVER Webtoon
Applied AI Intern on Webtoon AI team. Worked on Semantic Segmentation for Webtoon Platform.
Jan 2023 - July 2023
Korea
Publications
Image Customization
Video Generation & Editing
Pruning
3D Object Detection
Projects
Video Generation & Editing
Video outpainting for Media Art
Easywith Co., Ltd.
• Tackled the physical limitations in the Media Art Exhibition derived from exhibition space which has a different size and ratio from artwork.
• Adopting the diffusion-based video method, the artwork has been outpainted to match the size and ratio of the exhibition space.
Nov 2023 - Feb 2024
Vision Application
Webtoon translator machine
Naver Webtoon Corp.
• Rearranging balloons and typesets is necessary during webtoon translation, and proper segmentation for these elements becomes essential.
• Took charge of the entire development process of the webtoon segmentation model, from enhancing data augmentation schemes to building a demo page.
Jan 2023 - March 2023
Development of object detector for Fashion AI Chatbot
Ministry of Science, and Information and Communication Technologies (ICT)
• Participated in developing an AI chatbot that facilitates multimodal conversations about fashion, engaging in both text and images.
• Contributed to implementing an object detector capable of analyzing the user-provided images, capturing clothing items, and extracting critical features.
Jan 2022 - Dec 2022
Unmanned outdoor security robot
Samsung Electronics Co., Ltd.
• Participated in a project aimed at creating an autonomous outdoor security robot capable of independent navigation and object detection.
• Enhanced the robot's detection capabilities by leveraging official benchmark datasets and a limited amount of real-world data.
June 2021 - Dec 2021