Gyungin Shin /gjʌŋɪn ʃɪn/

I find happiness in aiding others through the development and application of technologies, aiming to elevate the basic thresholds of life quality for people.
Publications
Please check my Google Scholar page for the full and up-to-date list of papers.

ProMerge: Prompt and Merge for Unsupervised Instance Segmentation
Dylan Li*, Gyungin Shin*†
ECCV, 2024
[PDF] [Poster] [Code]
arXiVeri: Automatic Table Verification with GPT
Gyungin Shin, Weidi Xie, Samuel Albanie
NeurIPS workshop on AI4Science, 2023
[PDF] [Poster] [Code]
Zero-shot Unsupervised Transfer Instance Segmentation
Gyungin Shin, Samuel Albanie, Weidi Xie
CVPR workshop on Learning with Limited Labelled Data for Image and Video Understanding, 2023 Best Paper Award
[PDF] [Poster] [Code]
NamedMask: Distilling Segmenters from Complementary Foundation Models
Gyungin Shin, Weidi Xie, Samuel Albanie
CVPR workshop on Learning with Limited Labelled Data for Image and Video Understanding, 2023
[PDF] [Poster] [Code]
ReCo: Retrieve and Co-segment for Zero-shot Transfer
Gyungin Shin, Weidi Xie, Samuel Albanie
NeurIPS, 2022
[PDF] [Poster] [Code]
Unsupervised Salient Object Detection with Spectral Cluster Voting
Gyungin Shin, Samuel Albanie, Weidi Xie
CVPR workshop on Learning with Limited Labelled Data for Image and Video Understanding, 2022
[PDF] [Poster] [Code]
All You Need Are a Few Pixels: Semantic Segmentation with PixelPick
Gyungin Shin, Weidi Xie, Samuel Albanie
ICCV workshop on Interactive Labeling and Data Augmentation for Vision, 2021 Best Paper Award
[PDF] [Poster] [Code]
Generation of High-resolution Solar Pseudo-magnetograms from Ca II K Images by Deep Learning
Gyungin Shin, Yong-Jae Moon, Eunsu Park, Hyunjin Jeong, Harim Lee, Sung-ho Bae
The Astrophysical Journal Letters, 2020
[PDF] [Code]

*Equal contribution †Corresponding author
Last updated: 21 August 2024