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Gwanghyun Kim
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DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation
G Kim, T Kwon, JC Ye
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022 …, 2022
449*2022
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification
S Park*, G Kim*, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, JC Ye
Medical Image Analysis 75, 102299, 2022
133*2022
Federated Split Vision Transformer for COVID-19CXR Diagnosis using Task-Agnostic Training
S Park*, G Kim*, J Kim, B Kim, JC Ye
Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 2021
67*2021
Self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation
S Park, G Kim, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, CM Park, ...
Nature communications 13 (1), 3848, 2022
312022
DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model
H Seo*, H Kim*, G Kim*, SY Chun
arXiv preprint arXiv:2304.02827, 2023
252023
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model
G Kim, SY Chun
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), 2023
182023
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion
G Kim, JH Jang, SY Chun
International Conference on Computer Vision (ICCV 2023), 2023
42023
Method of classifying lesion of chest x-ray radiograph based on data normalization and local patch and apparatus thereof
YE JongChul, S Park, OH Yujin, G Kim
US Patent App. 17/352,229, 2022
32022
Severity quantification and lesion localization method of infectious disease on cxr using vision transformer and apparatus therefor
YE JongChul, S Park, G Kim
US Patent App. 17/704,879, 2022
22022
BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion
G Kim, H Kim, H Seo, DU Kang, SY Chun
arXiv preprint arXiv:2404.04544, 2024
2024
Detailed Human-Centric Text Description-Driven Large Scene Synthesis
G Kim, DU Kang, H Seo, H Kim, SY Chun
arXiv preprint arXiv:2311.18654, 2023
2023
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification (preprint)
S Park, G Kim, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, JC Ye
2021
Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus (preprint)
S Park, G Kim, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, JC Ye
2021
Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer (preprint)
G Kim, S Park, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, JC Ye
2021
Large Scene Synthesis Controlled With Detailed Text Using View-wise Conditional Joint Diffusion With Hierarchical Spatial Controls
G Kim, DU Kang, H Seo, H Kim, SY Chun
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model (Supplementary Material)
G Kim, SY Chun
Supplementary Material: Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training
S Park, G Kim, J Kim, B Kim, JC Ye
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation (Supplementary Material)
G Kim, T Kwon, JC Ye
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