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)
Two-phase Pseudo Label Densification for Self-training based Domain Adaptation
Inkyu Shin, Sanghyun Woo, Fei pan, In So Kweon
European Conference on Computer Vision (ECCV), 2020.
Also Presented at "Visual Learning with Limited Labels" Workshops in conjunction with CVPR 2020
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision
Fei pan, Inkyu Shin, Francois Rameau, Seokju Lee, In So Kweon
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation
Wonwoong Cho, Sungha Choi, David Keetae Park, Inkyu Shin, Jaegul Choo
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