Jeongsol Kim

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Power Transformers

Diffusion Models

Image Manipulation

Top Venues

SIAM J. Imaging Sci.

IEEE Trans. Image Process.

Publications

Hyungjin Chung, Jeongsol Kim, Geon Yeong Park, Hyelin Nam, Jong Chul Ye
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models. CoRR (2024)
Jeongsol Kim, Geon Yeong Park, Jong Chul Ye
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation. CoRR (2024)
Beomsu Kim, Jaemin Kim, Jeongsol Kim, Jong Chul Ye
Generalized Consistency Trajectory Models for Image Manipulation. CoRR (2024)
Boah Kim, Jeongsol Kim, Jong Chul Ye
Task-Agnostic Vision Transformer for Distributed Learning of Image Processing. IEEE Trans. Image Process. 32 (2023)
Hyungjin Chung, Jeongsol Kim, Jong Chul Ye
Direct Diffusion Bridge using Data Consistency for Inverse Problems. NeurIPS (2023)
Geon Yeong Park, Jeongsol Kim, Beomsu Kim, Sang Wan Lee, Jong Chul Ye
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models. CoRR (2023)
Hyungjin Chung, Jeongsol Kim, Michael Thompson McCann, Marc Louis Klasky, Jong Chul Ye
Diffusion Posterior Sampling for General Noisy Inverse Problems. ICLR (2023)
Jeongsol Kim, Geon Yeong Park, Hyungjin Chung, Jong Chul Ye
Regularization by Texts for Latent Diffusion Inverse Solvers. CoRR (2023)
Geon Yeong Park, Jeongsol Kim, Beomsu Kim, Sang Wan Lee, Jong Chul Ye
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models. NeurIPS (2023)
Hyungjin Chung, Jeongsol Kim, Sehui Kim, Jong Chul Ye
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems. CVPR (2023)
Hyungjin Chung, Jeongsol Kim, Jong Chul Ye
Direct Diffusion Bridge using Data Consistency for Inverse Problems. CoRR (2023)
Hyungjin Chung, Jeongsol Kim, Michael T. McCann, Marc Louis Klasky, Jong Chul Ye
Diffusion Posterior Sampling for General Noisy Inverse Problems. CoRR (2022)
Hyungjin Chung, Jeongsol Kim, Sehui Kim, Jong Chul Ye
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems. 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, Jeongsol Kim, Boah Kim, Jong Chul Ye
Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis. NeurIPS (2021)
Byeongsu Sim, Gyutaek Oh, Jeongsol Kim, Chanyong Jung, Jong Chul Ye
Optimal Transport Driven CycleGAN for Unsupervised Learning in Inverse Problems. SIAM J. Imaging Sci. 13 (4) (2020)