Application of the deep convolutional neural network to the forecast of solar flare occurrence using full-disk solar magnetograms E Park, YJ Moon, S Shin, K Yi, D Lim, H Lee, G Shin The Astrophysical Journal, 2018 | 94 | 2018 |
ReCo: Retrieve and co-segment for zero-shot transfer G Shin, W Xie, S Albanie NeurIPS, 2022 | 85 | 2022 |
Unsupervised salient object detection with spectral cluster voting G Shin, S Albanie, W Xie CVPRW, 2022 | 68 | 2022 |
All you need are a few pixels: semantic segmentation with PixelPick G Shin, W Xie, S Albanie ICCVW [Best Paper Award], 2021 | 54 | 2021 |
Nighttime reflectance generation in the visible band of satellites K Kim, JH Kim, YJ Moon, E Park, G Shin, T Kim, Y Kim, S Hong Remote Sensing, 2019 | 28 | 2019 |
Generation of solar UV and EUV images from SDO/HMI magnetograms by deep learning E Park, YJ Moon, JY Lee, H Lee, D Lim, G Shin, T Kim The Astrophysical Journal Letters, 2019 | 25 | 2019 |
Generation of high-resolution solar pseudo-magnetograms from Ca ii K images by deep learning G Shin, YJ Moon, E Park, HJ Jeong, H Lee, SH Bae The Astrophysical Journal Letters, 2020 | 23 | 2020 |
NamedMask: Distilling segmenters from complementary foundation models G Shin, W Xie, S Albanie CVPRW, 2023 | 22 | 2023 |
Forecast of major solar x-ray flare flux profiles using novel deep learning models K Yi, YJ Moon, G Shin, D Lim The Astrophysical Journal Letters, 2020 | 15 | 2020 |
Generation of He i 1083 nm images from SDO AIA images by deep learning J Son, J Cha, YJ Moon, H Lee, E Park, G Shin, HJ Jeong The Astrophysical Journal, 2021 | 12 | 2021 |
Zero-shot unsupervised transfer instance segmentation G Shin, S Albanie, W Xie CVPRW [Best Paper Award], 2023 | 5 | 2023 |
Development of a deep learning model for inversion of rotational coronagraphic images into 3D electron density S Jang, RY Kwon, JA Linker, P Riley, G Shin, C Downs, YH Kim The Astrophysical Journal Letters, 2021 | 2 | 2021 |
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation D Li*, G Shin*, *equal contribution ECCV, 2024 | | 2024 |
Tails tell tales: Chapter-wide manga transcriptions with character names R Sachdeva, G Shin*, A Zisserman, *core contribution ACCV, 2024 | | 2024 |
arXiVeri: Automatic table verification with GPT G Shin, W Xie, S Albanie NeurIPSW, 2023 | | 2023 |