I am a Master candidate in Robotics and Computer Vision Lab at Korea Advanced Institute of Science and Technology (KAIST) under the supervision of Prof. In So Kweon since 2019. I received B.S in automotive engineering from Hanyang University (HYU).
My major interests currently lay in domain adaptive recognition in computer vision, which handles data hungry problem in deep learning.
Computer Vision, Deep Learning
Domain Adaptive Recognition (Image, Video)
Inkyu Shin, Sanghyun Woo, Fei pan, In So Kweon
Two-phase Pseudo Label Densification for Self-training based Domain Adaptation
IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2020.
CVPR Workshop Visual Learning with Limited Labels
Fei pan, Inkyu Shin, Francois Rameau, Seokju Lee, In So Kweon
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Wonwoong Cho, Sungha Choi, David Keetae Park, Inkyu Shin, Jaegul Choo
Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
Research Internship in DAVIAN Lab, Korea university
- Topic: Image to Image Translation
Computer vision research
2018/09 ~ 2018/12
Undergraduate Researcher in ACE Lab
- Topic: Generating lanelet
2018/11 ~ 2018/12
Internship in Samsung Electronics
2017/12 ~ 2018/02
Autonomous modeled car contest
Honorable awards / Mathworks special awards