Jeongsol Kim

1. Diffusion Posterior Sampling for General Noisy Inverse Problems
   2022/09/29 by Hyungjin Chung, Jeongsol Kim, Chung, Hyungjin +7 · 215 citations
   Physics and Astronomy · Mathematics · Earth and Planetary Sciences · #Advanced X-ray Imaging Techniques #Numerical methods in inverse problems #Seismic Imaging and Inversion Techniques
2. Parallel Diffusion Models of Operator and Image for Blind Inverse Problems
   2022/11/19 by Hyungjin Chung, Jeongsol Kim, Chung, Hyungjin +5 · 12 citations
   Mathematics · Engineering · #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques #Photoacoustic and Ultrasonic Imaging
3. Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment
   2025/05/24 by Bryan Sangwoo Kim, Jeongsol Kim, Kim, Bryan Sangwoo +3 · 4 voices · 3 citations
   #cs.CV #cs.AI #cs.LG
4. Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
   2023/06/16 by Geon Yeong Park, Jeongsol Kim, Park, Geon Yeong +7 · 5 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
5. Generalized Consistency Trajectory Models for Image Manipulation
   2024/03/19 by Beomsu Kim, Jaemin Kim, Kim, Beomsu +5 · 3 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
6. DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation
   2024/03/18 by Jeongsol Kim, Kim, Jeongsol, Geon Yeong Park +3 · 2 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
7. Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems
   2019/09/25 by Byeongsu Sim, Gyutaek Oh, Sim, Byeongsu +7 · 2 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Advanced Image Processing Techniques