A Neural-Network-Based Convex Regularizer for Inverse Problems
Author:
Affiliation:
1. Biomedical Imaging Group, École polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computational Mathematics,Computer Science Applications,Signal Processing
Link
http://xplorestaging.ieee.org/ielx7/6745852/10038323/10223264.pdf?arnumber=10223264
Reference76 articles.
1. Image reconstruction by domain-transform manifold learning
2. Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the gradient;latafat,2023
3. aLow-dose CT via convolutional neural network
4. Adaptive gradient descent without descent;malitsky;Proc 37th Int Conf Mach Learn,0
5. Stabilizing Invertible Neural Networks Using Mixture Models
Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Deep learning for accelerated and robust MRI reconstruction;Magnetic Resonance Materials in Physics, Biology and Medicine;2024-07-23
2. Iteratively Refined Image Reconstruction with Learned Attentive Regularizers;Numerical Functional Analysis and Optimization;2024-07-03
3. Method of Alternating Proximations for Solving Linear Inverse Problems;2024 International Conference on Signal Processing and Communications (SPCOM);2024-07-01
4. Training Adaptive Reconstruction Networks for Blind Inverse Problems;SIAM Journal on Imaging Sciences;2024-06-21
5. Accelerated Bayesian Imaging by Relaxed Proximal-Point Langevin Sampling;SIAM Journal on Imaging Sciences;2024-06-03
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3