Jaehoon Choi (최재훈)

Education 

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

• 2016.3 - 2017.8          B.S. (Dept. of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea 

Research Interests

• Computer Vision, Machine Learning

Publications

• Jaehoon Choi, Taekyung Kim, and Changick Kim, "Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation", International Conference on Computer Vision (ICCV), Seoul, South Korea,Oct.27-Nov.2, 2019.

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

• Jaehoon Choi, Minki Jeong, Taekyung Kim, and Changick Kim, "Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation," British Machine Vision Conference (BMVC), Cardiff, UK, Sep. 9-12, 2019. 

• Jaehoon Choi, Daeyeong Kim, Dongwon Yang, Junhee Lee, Dokyung Kim, Changick Kim, "Channel Pruning Scaling Factor of Batch Normalization in Compact Networks", Journal of the Institute of Electronics and Information Engineers, vol. 56, No. 3, Mar 2019. 

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