Fessler, Jeffrey A.
- Optimizing the Efficiency of First-Order Methods for Decreasing the Gradient of Smooth Convex Functions
2018/03/18 by Kim, Donghwan, Fessler, Jeffrey A. · 4 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems
2024/06/04 by Jason Hu, Hu, Jason, Bowen Song +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
- Optimally Weighted PCA for High-Dimensional Heteroscedastic Data
2018/10/30 by David Hong, Hong, David, Jeffrey A. Fessler +4 · 3 citations
Computer Science · Mathematics · Chemistry · #Blind Source Separation Techniques #Advanced Statistical Methods and Models #Spectroscopy and Chemometric Analyses
- Sparse-view Cone Beam CT Reconstruction using Data-consistent Supervised and Adversarial Learning from Scarce Training Data
2022/01/23 by Anish Lahiri, Marc Klasky, Lahiri, Anish +5 · 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) #Medical Imaging Techniques and Applications #Radiation Dose and Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering
- DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction
2024/06/14 by Song, Bowen, Hu, Jason, Luo, Zhaoxu +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Poisson Phase Retrieval in Very Low-count Regimes
2021/04/02 by Zongyu Li, Kenneth Lange, Li, Zongyu +3 · 1 citation
Physics and Astronomy · Computer Science · #Advanced X-ray Imaging Techniques #Optical measurement and interference techniques
- Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction
2024/09/29 by Xiaojian Xu, Marc Klasky, Xu, Xiaojian +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) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #electronic engineering #information engineering
- Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems
2024/10/15 by Jason Hu, Hu, Jason, Bowen Song +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Streaming Heteroscedastic Probabilistic PCA with Missing Data
2023/10/10 by Gilman, Kyle, Hong, David, Fessler, Jeffrey A. +1 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Shorter SPECT Scans Using Self-supervised Coordinate Learning to Synthesize Skipped Projection Views
2024/06/27 by Li, Zongyu, Jia, Yixuan, Xu, Xiaojian +3 · 1 citation
#FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering