Seunghyeon Kim (김승현)

Education

• 2019.9 - Present        Ph.D. (Dept. of Electrical Engineering), Korea Advanced Institute of Science and Technology, South Korea

• 2017.9 - 2019.8          M.S. (Dept. of Electrical Engineering), Korea Advanced Institute of Science and Technology, South Korea 

• 2013.3 - 2017.8          B.S. (Dept. of Electrical Engineering), Korea Advanced Institute of Science and Technology, South Korea 

Research Interests

• Computer Vision

• Deep learning

• Transfer Learning

• Domain Adaptation

Publications

• Seunghyeon Kim, Jaehoon Choi, Taekyung Kim, Changick Kim, "Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection," Accepted to International Conference on Computer Vision (ICCV) [oral], Seoul, Korea, Oct. 27 - Nov. 2, 2019. 

• Taekyung Kim, Minki Jeong, Seunghyeon Kim, Seokeon Choi, and Changick Kim, "Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection," in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, Jun. 16-20, 2019.

• Youngeun Kim*, Seunghyeon Kim*, Taekyung Kim, and Changick Kim, "CNN-based Semantic Segmentation Using Level Set Loss", in Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, Jan. 8-10, 2019. (* These two authors contributed equally)

• 김승현, 김태경, 김창익, "단일 과정 객체 검출기를 위한 도메인 적응 기법," 대한전자공학회 추계학술대회, 송도컨벤시아, Nov.23, 2018

• Youngeun Kim, Taekyung Kim, Seunghyeon Kim, and Changick Kim, "Weakly Supervised Semantic Segmentation Using Color Adjacency Loss," in Proc. IEEE International Conference on Visual Communications and Image Processing, Taichung, Taiwan, Dec. 9-12, 2018.

• 최재훈, 김승현, 김창익, "준지도학습 기법을 사용한 의미론적 영상분할," 대한전자공학회 하계종합학술대회, 롯데호텔 제주, Jun.27-29, 2018