Graduate Student

Joonhyuk Kim (김준혁)

Post-M.S. student, Department of Artificial Intelligence, Korea University Email: junejoon.kim@gmail.com Room: #203B, Woo Jung Informatics Building Research interests: Computer Vision, Continual Learning, Domain Adaptation, Generative Models, Robotics

Education

Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea M.S. in Electrical Engineering Advisor: Prof. Jong-Hwan Kim
Seoul National University, Seoul, Republic of Korea B.S. in Mechanical and Aerospace Engineering

Publication

[4]
Dong-Hwan Jang, Sanghyeok Chu, J. Kim, Bohyung Han "Pooling Revisited: Your Receptive Field is Suboptimal" Computer Vision and Pattern Recognition (CVPR), New Orleans, U.S.A, Jun. 2022.
[3]
J. Kim, Sahng-Min Yoo, G.-M. Park, Jong-Hwan Kim "Continual Unsupervised Domain Adaptation for Semantic Segmentation" arXiv e-prints, Oct. 2021.
[2]
J. Kim, Inug Yoon, G.-M. Park, Jong-Hwan Kim "Non-Probabilistic Cosine Similarity Loss for Few-Shot Image Classification" British Machine Vision Conference (BMVC), Manchester, United Kingdom, Sep. 2020.
[1]
J. Kim, G.-M. Park, Jong-Hwan Kim "Multi-channel Classification Resonance Network" International Conference on Robot Intelligence Technology and Applications (RiTA), Daejeon, Republic of Korea, Nov. 2019.

Patent

[11]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "이미지의 특징 추출 및 합성 시스템의 학습 방법 (Learning Method for Image Feature Extraction and Synthesis System)" Korean Patent (10-2023-0073819), Jun. 8, 2023.
[10]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "이미지 합성 시스템의 학습 방법 (Learning Method for Image Synthesis System)" Korean Patent (10-2023-0073814), Jun. 8, 2023.
[9]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "이미지 조정 방법 (Image Adjustment Method)" Korean Patent (10-2023-0073800), Jun. 8, 2023.
[8]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "딥러닝을 기반으로하는 사람 얼굴을 생성하는 컴퓨터 구현 학습 시스템 (A Computer-Implemented Learning System That Generates Human Faces Based on Deep Learning)" Korean Patent (10-2023-0055457), Apr. 27, 2023.
[7]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "복수의 인물 이미지로부터 추출된 특성을 반영한 가상인물 생성 딥러닝 모델의 학습방법 (A Learning Method for a Deep Learning Model That Creates a Virtual Character That Reflects Characteristics Extracted From Multiple Character Images)" Korean Patent (10-2023-0055450), Apr. 27, 2023.
[6]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "어텐션 마스크를 통해 학습의 효율을 증대시키는 페이스 스와핑 딥러닝 시스템의 학습방법 (Learning Method of Face Swapping Deep Learning System That Increases Learning Efficiency Through Attention Mask)" Korean Patent (10-2023-0055027), Apr. 26, 2023.
[5]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "3DMM 을 활용한 딥러닝 시스템 학습방법 (Deep Learning System Learning Method Using 3DMM)" Korean Patent (10-2023-0055026), Apr. 26, 2023.
[4]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "가상의 사람 얼굴을 생성하는 얼굴 생성 딥러닝 모델의 학습방법 및 이를 이용한 시스템 (Learning Method of Face Generation Deep Learning Model Generating Virtual Human Face and System Using the Same)" Korean Patent (10-2023-0015237), Feb. 4, 2023.
[3]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "페이스 스와핑 딥러닝 시스템을 학습하는 방법 및 장치 (Method and Apparatus for Learning Face Swapping Deep Learning System)" Korean Patent (10-2023-0015236), Feb. 4, 2023.
[2]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "딥 러닝을 이용하여 특정한 속성을 선별적으로 변화시키는 이미지 조정 방법 (Image Adjustment Method That Selectively Changes Specific Properties Using Deep Learning)" Korean Patent (10-2022-0053573), Apr. 29, 2022.
[1]
Jung-Hyuk Im, J. Kim, Won-Jong Ryu, Jeong-Young Jung, and Hwal Kim "딥 러닝을 이용한 이미지의 특징 추출 및 합성 시스템 및 이의 학습 방법 (Image Feature Extraction and Synthesis System Using Deep Learning and Its Learning Method)" Korean Patent (10-2022-0053447), Apr. 29, 2022.

Research Project

Activity

Teaching Experience Academic Services Awards Skills