Taekyung Kim (김태경)

Education

• 2017.9 - Present         Combined Ph.D. (School of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea 

• 2016.3 - 2017.8          Combined Ph.D. (Dept. of Mathematical Sciences), Korea Advanced Institute of Science Technology, South Korea 

• 2011.2 - 2016.2          B.S. (Dept. of Mathematical Sciences), Korea Advanced Institute of Science Technology, South Korea 

Research Interests

• Computer Vision

• Domain Adaptation, Unsupervised Learning

• Object Detection, Semantic Segmentation, Instance Segmentation

Publications

• Taekyung Kim, Minki Jeong, Seunghyeon Kim, Seokeon Choi, and Changick Kim, "Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection," Accepted to 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)

• 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 (VCIP), Taichung, Taiwan, Dec. 9-12, 2018.

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