Gwanghyun Kim

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 18

Top Topics

Chest Radiographs

Incipient Fault

Diffusion Models

Top Venues

Medical Image Anal.

Publications

Gwanghyun Kim, Hayeon Kim, Hoigi Seo, Dong Un Kang, Se Young Chun
BeyondScene: Higher-Resolution Human-Centric Scene Generation With Pretrained Diffusion. CoRR (2024)
Gwanghyun Kim, Alonso Martinez, Yu-Chuan Su, Brendan Jou, José Lezama, Agrim Gupta, Lijun Yu, Lu Jiang, Aren Jansen, Jacob Walker, Krishna Somandepalli
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation. CoRR (2024)
Gwanghyun Kim, Se Young Chun
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model. CVPR (2023)
Gwanghyun Kim, Ji Ha Jang, Se Young Chun
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion. ICCV (2023)
Gwanghyun Kim, Ji Ha Jang, Se Young Chun
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion. CoRR (2023)
Hoigi Seo, Hayeon Kim, Gwanghyun Kim, Se Young Chun
DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model. CoRR (2023)
Gwanghyun Kim, Dong Un Kang, Hoigi Seo, Hayeon Kim, Se Young Chun
Detailed Human-Centric Text Description-Driven Large Scene Synthesis. CoRR (2023)
Okchul Jung, Dong Un Kang, Gwanghyun Kim, Se Young Chun
Adaptive GLCM sampling for transformer-based COVID-19 detection on CT. CoRR (2022)
Gwanghyun Kim, Taesung Kwon, Jong Chul Ye
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation. CVPR (2022)
Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Chang Min Park, Jong Chul Ye
AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation. CoRR (2022)
Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification. Medical Image Anal. 75 (2022)
Gwanghyun Kim, Se Young Chun
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model. CoRR (2022)
Sangjoon Park, Gwanghyun Kim, Jeongsol Kim, Boah Kim, Jong Chul Ye
Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training. CoRR (2021)
Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification. CoRR (2021)
Gwanghyun Kim, Jong Chul Ye
DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models. CoRR (2021)
Sangjoon Park, Gwanghyun Kim, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye
Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus. CoRR (2021)
Sangjoon Park, Gwanghyun Kim, Jeongsol Kim, Boah Kim, Jong Chul Ye
Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis. NeurIPS (2021)
Gwanghyun Kim, Sangjoon Park, Yujin Oh, Joon Beom Seo, Sang Min Lee, Jin Hwan Kim, Sungjun Moon, Jae-Kwang Lim, Jong Chul Ye
Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer. CoRR (2021)
Chungho Cho, Gwanghyun Kim
RNG-Based Scatternet Formation Algorithm for Small-Scale Ad-Hoc Networks. ICOST (2007)