Chanyoung Kim

PhD Student

MICV Lab, Yonsei University

CV | Google Scholar | | |

Hello, Welcome :)

My name is Chanyoung Kim(김찬영), a 2nd year PhD student at Yonsei University, advised by professor Seong Jae Hwang in the Medical Imaging & Computer Vision Lab. I collaborate with Prof. Ming-Hsuan Yang (UC Merced & Google DeepMind) and serve as a Local Student Liaison Officer for MICCAI Student Board.

My research interests include computer vision, unsupervised open-vocabulary image and video semantic segmentation, multi-modal image synthesis including medical domin images, and audio-visual representation.

I am currently looking for a research internship position for the summer of 2025!

Contact

chanyoung@yonsei.ac.kr

chanyoung@ieee.org
Engineering Research Park, Yonsei University, Seoul, Republic of Korea

Education

PhD in Artificial Intelligence, 2023~Present

Yonsei University, Seoul
BS in Intelligent Mechatronics Engineering, 2017~2023

Sejong University, Seoul

Recent News🎉

[Feb 2025] Two papers have been accepted to CVPR 2025!
[Feb 2025] EAGLE (CVPR 2024 Highlight) won Best Academic Paper Award at Yonsei University Fall 2024.
[Jan 2025] Joined MICCAI Student Board as a Local Student Liaison Officer.
[Sep 2024] One paper has been selected as a Spotlight🔦(< 3.4%) at MICCAI 2024!
[Aug 2024] Iniciated research collaboration with Prof. Ming-Hsuan Yang (UC Merced & Google DeepMind).
[May 2024] One paper has been EARLY ACCEPTED (< 11%) to MICCAI 2024!
[Mar 2024] One paper has been accepted to CVPR 2024 as a Highlight💫(< 2.8%)!
[Sep 2023] Joined MICV Lab at Yonsei University for my PhD Program.

Research Experiences

Medical Imaging & Computer Vision Lab, Yonsei University, Seoul
Mar 2023 - Present

Graduate Student Researcher
Computer Vision Lab, Korea University, Seoul
Feb 2021 - Dec 2022

Undergraduate Research Intern

Publications

Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation

Chanyoung Kim, Dayun Ju, Woojung Han, Ming-Hsuan Yang, Seong Jae Hwang

CVPR 2025

[ project / arXiv ]
Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis

Woojung Han, Yeonkyung Lee, Chanyoung Kim, Kwanghyun Park, Seong Jae Hwang

CVPR 2025

[ arXiv ]
Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis

Chanyoung Kim*, Dayun Ju*, Jinyeong Kim, Woojung Han, Roberto Alcover-Couso, Seong Jae Hwang

arXiv 2025

[ arXiv ]
EAGLE🦅: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation

Chanyoung Kim*, Woojung Han*, Dayun Ju, Seong Jae Hwang

CVPR 2024 Highlight (Acceptance Rate < 2.8%)

Short version at "Causal and Object-Centric Representations for Robotics" Workshop @ CVPR 2024

[ project / paper / arXiv / code ]
Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning

Woojung Han*, Chanyoung Kim*, Dayun Ju, Yumin Shim, Seong Jae Hwang

MICCAI 2024 Spotlight (Acceptance Rate < 3.4%)

[ project / arXiv / code ]
LISA: Localized Image Stylization with Audio via Implicit Neural Representation

Seung Hyun Lee*, Chanyoung Kim*, Wonmin Byeon, Sang Ho Yoon, Jinkyu Kim, Sangpil Kim

arXiv 2022

[ arXiv ]
ORA3D: Overlap Region Aware Multi-view 3D Object Detection

Wonseok Roh, Gyusam Chang, Seokha Moon, Giljoo Nam, Chanyoung Kim, Younghyun Kim, Jinkyu Kim*, Sangpil Kim*

BMVC 2022

[ arXiv ]
Sound-Guided Semantic Video Generation

Seung Hyun Lee, Gyeongrok Oh, Wonmin Byeon, Chanyoung Kim, Won Jeong Ryoo, Sang Ho Yoon, Jihyun Bae, Jinkyu Kim*, Sangpil Kim*.

ECCV 2022

[ paper / dataset ]
Sound-Guided Semantic Image Manipulation

Seung Hyun Lee, Wonseok Roh, Wonmin Byeon, Sang Ho Yoon, Chanyoung Kim, Jinkyu Kim*, Sangpil Kim*

CVPR 2022

[ project / paper / code ]
Audio-Guided Image Manipulation for Artistic Paintings

Seung Hyun Lee, Nahyuk Lee, Chanyoung Kim, Wonjeong Ryoo, Jinkyu Kim, Sang Ho Yoon*, Sangpil Kim*

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

[ project ]