Junqi Tang

1. Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares
   2016/09/29 by Junqi Tang, Mohammad Golbabaee, Tang, Junqi +3 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. A Guide to Stochastic Optimisation for Large-Scale Inverse Problems
   2024/06/10 by Matthias J. Ehrhardt, Ehrhardt, Matthias J., Željko Kereta +5 · 2 citations
   Engineering · #Reservoir Engineering and Simulation Methods
3. Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation
   2024/04/08 by Hong Ye Tan, Tan, Hong Ye, Ziruo Cai +9 · 2 citations
   Computer Science · Engineering · Mathematics · #62C12 #62F15 #65C40 #65J22 #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Methodology (stat.ME) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
4. NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems
   2023/04/17 by Ziruo Cai, Junqi Tang, Cai, Ziruo +9 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
5. Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging
   2023/11/15 by Marcello Carioni, Subhadip Mukherjee, Carioni, Marcello +5 · 1 citation
   Engineering · Mathematics · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
6. Domain Adaptation of Mismatched Proximal Denoiser for Plug-and-Play Image Reconstruction
   2026/07/16 by Guixian Xu, Jinglai Li, Junqi Tang
   #eess.IV #cs.LG #math.OC