Klasky, Marc L.
- Diffusion Posterior Sampling for General Noisy Inverse Problems
2022/09/29 by Hyungjin Chung, Chung, Hyungjin, Jeongsol Kim +7 · 375 citations
Physics and Astronomy · Mathematics · Earth and Planetary Sciences · #Advanced X-ray Imaging Techniques #Numerical methods in inverse problems #Seismic Imaging and Inversion Techniques
- Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models
2022/11/19 by Hyungjin Chung, Chung, Hyungjin, Dohoon Ryu +7 · 27 citations
Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #MRI in cancer diagnosis
- Reconstructing Richtmyer-Meshkov instabilities from noisy radiographs using low dimensional features and attention-based neural networks
2024/08/02 by Serino, Daniel A., Klasky, Marc L., Nadiga, Balasubramanya T. +2 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Neural Network Representations of Multiphase Equations of State
2024/06/28 by George A. Kevrekidis, Kevrekidis, George A., Daniel A. Serino +9 · 1 citation
Computer Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Neural Networks and Applications
- RSR-NF: Neural Field Regularization by Static Restoration Priors for Dynamic Imaging
2025/03/13 by Berk Iskender, Iskender, Berk, Sushan Nakarmi +7 · 2 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Learning Robust Features for Scatter Removal and Reconstruction in Dynamic ICF X-Ray Tomography
2024/08/22 by Siddhant Gautam, Gautam, Siddhant, Marc Klasky +9 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering