Gyumin Shim
Master's Degree at Robotics and Computer Vision Laboratory
School of Electrical Engineering
Korea Advanced Institute of Science and Technology (KAIST)
E-mail : gyuminscholar_at_gmail.com / shimgyumin_at_kaist.ac.kr
Research Interests
• Deep learning for computer vision tasks
✓ 3D Reconstruction with voxel & point clouds & implicit representations
✓ Image Restoration or Enhancement like super-resolution, image inpainting
✓ Image generation and translation via generative adversarial networks (GAN)
✓ Neural network architecture
News
Oct. 2022 : One paper is accepted in WACV 2023
Feb. 2022 : One paper is accepted in ACMMM 2022
Feb. 2020 : One paper is accepted in CVPR 2020
Jun. 2019 : Two papers are accepted in IROS 2019
May. 2019 : One paper is accepted in RSS 2019
International Conferences
2023
CG-NeRF: Conditional Generative Neural Radiance Fields
Kyungmin Jo*, Gyumin Shim*, Sanghun Jung, Soyoung Yang, Jaegul Choo
*Equal contribution
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2023
[Paper] [Bibtex][Project Page]
2022
ReFu: Refine and Fuse the Unobserved View for Detail-Preserving Single-Image 3D Human Reconstruction
Gyumin Shim*, Minsoo Lee*, Jaegul Choo
*Equal contribution
ACM International Conference on Multimedia (ACMMM), Oct 2022
[Paper] [Bibtex][Project Page]
2020
Robust Reference-based Super-Resolution with Similarity-Aware Deformable Convolution
Gyumin Shim, Jinsun Park and In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020
[Paper] [Bibtex][Project Page]
2019
Vehicular Multi-Camera Sensor System for Automated Visual Inspection of Electric Power Distribution Equipment
Jinsun Park, Ukcheol Shin, Gyumin Shim, Kyungdon Joo, Francois Rameau, Junhyeok Kim, Dong-Geol Choi and In So Kweon
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nov 2019
Camera Exposure Control for Robust Robot Vision with Noise-Aware Image Quality Assessment
Ukcheol Shin, Jinsun Park, Gyumin Shim, Francois Rameau and In So Kweon
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nov 2019
Segment2Regress: Monocular 3D Vehicle Localization in Two Stages
Choe, K Joo, F Rameau, G Shim, IS Kweon
Robotics: Science and Systems (RSS)