Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2004.10078
Cited By
v1
v2 (latest)
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing
21 April 2020
Zhonghao Zhang
Yipeng Liu
Jiani Liu
Fei Wen
Ce Zhu
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing"
50 / 55 papers shown
Time-Embedded Algorithm Unrolling for Computational MRI
Junno Yun
Yasar Utku Alçalar
Mehmet Akçakaya
166
3
0
18 Oct 2025
Learned Digital Codes for Over-the-Air Federated Learning
Antonio Tarizzo
M. Kazemi
Deniz Gündüz
227
0
0
20 Sep 2025
User Manual for Model-based Imaging Inverse Problem
Xiaodong Wang
98
0
0
01 Sep 2025
Physics-guided Deep Unfolding Network for Enhanced Kronecker Compressive sensing
Gang Qu
Ping Wang
Siming Zheng
Xin Yuan
108
0
0
13 Aug 2025
RPCANet++: Deep Interpretable Robust PCA for Sparse Object Segmentation
Fengyi Wu
Yimian Dai
Tianfang Zhang
Yixuan Ding
Jiyan Yang
Ming-Ming Cheng
Zhenming Peng
220
5
0
06 Aug 2025
Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging
Computer Vision and Pattern Recognition (CVPR), 2025
Ping Wang
Lishun Wang
Gang Qu
Xiaodong Wang
Yulun Zhang
Xin Yuan
227
6
0
29 May 2025
Sampling Innovation-Based Adaptive Compressive Sensing
Computer Vision and Pattern Recognition (CVPR), 2025
Zhifu Tian
Tao Hu
Chaoyang Niu
Di Wu
Shu Wang
337
1
0
17 Mar 2025
Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing
Computer Vision and Pattern Recognition (CVPR), 2025
Chen Liao
Yan Shen
Dan Li
Zhongli Wang
424
2
0
11 Mar 2025
Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems
Eric Chen
Xi Chen
A. Maleki
S. Jalali
477
3
0
08 Jan 2025
WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for Image Compressed Sensing
Kai Han
Jin Wang
Yunhui Shi
Hanqin Cai
Nam Ling
Baocai Yin
267
0
0
25 Nov 2024
WARP-LCA: Efficient Convolutional Sparse Coding with Locally Competitive Algorithm
Geoffrey Kasenbacher
Felix Ehret
Gerrit Ecke
Sebastian Otte
443
1
0
24 Oct 2024
MVMS-RCN: A Dual-Domain Unfolding CT Reconstruction with Multi-sparse-view and Multi-scale Refinement-correction
Xiaohong Fan
Ke-long Chen
Huaming Yi
Yin Yang
Jianping Zhang
264
0
0
27 May 2024
Dual-Scale Transformer for Large-Scale Single-Pixel Imaging
Gang Qu
Ping Wang
Xin Yuan
MedIm
272
13
0
07 Apr 2024
Invertible Diffusion Models for Compressed Sensing
Bin Chen
Ying Tai
Weiqi Li
Chen Zhao
Jiwen Yu
Shijie Zhao
Jie Chen
Jian Zhang
DiffM
603
20
0
25 Mar 2024
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling
Wenxue Cui
Xingtao Wang
Xiaopeng Fan
Shaohui Liu
Xinwei Gao
Debin Zhao
217
5
0
29 Feb 2024
MB-RACS: Measurement-Bounds-based Rate-Adaptive Image Compressed Sensing Network
Yujun Huang
Bin Chen
Na Li
Baoyi An
Shu-Tao Xia
Yaowei Wang
222
3
0
19 Jan 2024
MsDC-DEQ-Net: Deep Equilibrium Model (DEQ) with Multi-scale Dilated Convolution for Image Compressive Sensing (CS)
You-Ling Yu
R. Dansereau
160
1
0
05 Jan 2024
Computational Spectral Imaging with Unified Encoding Model: A Comparative Study and Beyond
Xinyuan Liu
Lizhi Wang
Lingen Li
Chang Chen
Xue Hu
Fenglong Song
Youliang Yan
290
0
0
20 Dec 2023
RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Fengyi Wu
Tianfang Zhang
Lei Li
Yian Huang
Zhenming Peng
289
98
0
02 Nov 2023
Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling
Wenxue Cui
Xiaopeng Fan
Jian Zhang
Debin Zhao
326
14
0
16 Oct 2023
Self-Supervised Scalable Deep Compressed Sensing
International Journal of Computer Vision (IJCV), 2023
Bin Chen
Xuanyu Zhang
Shuai Liu
Yongbing Zhang
Jian Zhang
286
18
0
26 Aug 2023
Nest-DGIL: Nesterov-optimized Deep Geometric Incremental Learning for CS Image Reconstruction
IEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2023
Xiaohong Fan
Yin Yang
Ke-long Chen
Yujie Feng
Jianping Zhang
263
12
0
06 Aug 2023
Deep Physics-Guided Unrolling Generalization for Compressed Sensing
International Journal of Computer Vision (IJCV), 2023
Bin Chen
Jie Song
Jingfen Xie
Jian Zhang
AI4CE
402
21
0
18 Jul 2023
Sampling-Priors-Augmented Deep Unfolding Network for Robust Video Compressive Sensing
Yuhao Huang
Gangrong Qu
Youran Ge
171
0
0
14 Jul 2023
Dynamic Path-Controllable Deep Unfolding Network for Compressive Sensing
IEEE Transactions on Image Processing (IEEE TIP), 2023
Jie Song
Bin Chen
Jian Zhang
326
85
0
28 Jun 2023
MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction
Pamuditha Somarathne
Tharindu Wickremasinghe
Amashi Niwarthana
A. Thieshanthan
Chamira U. S. Edussooriya
D. Wadduwage
280
0
0
01 Jun 2023
Sparsity and Coefficient Permutation Based Two-Domain AMP for Image Block Compressed Sensing
Junhui Li
Xingsong Hou
Huake Wang
Shuhao Bi
249
1
0
22 May 2023
NL-CS Net: Deep Learning with Non-Local Prior for Image Compressive Sensing
Shuai Bian
Shouliang Qi
Chen Li
Yudong Yao
Yueyang Teng
200
2
0
06 May 2023
Optimization-Inspired Cross-Attention Transformer for Compressive Sensing
Computer Vision and Pattern Recognition (CVPR), 2023
Jie Song
Chong Mou
Shiqi Wang
Siwei Ma
Jian Zhang
220
80
0
27 Apr 2023
A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing
IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023
Yu Zhou
Yu Chen
X. Zhang
Pan Lai
Lei Huang
Jianmin Jiang
177
7
0
23 Apr 2023
Hierarchical Interactive Reconstruction Network For Video Compressive Sensing
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Tong Zhang
Wenxue Cui
Chen Hui
Feng Jiang
290
1
0
15 Apr 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper --
SIAM Journal of Imaging Sciences (JSIS), 2023
Michael Elad
Bahjat Kawar
Gregory Vaksman
323
141
0
09 Jan 2023
LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing
International Conference on Innovative Computing and Cloud Computing (ICCC), 2022
Tianfang Zhang
Lei Li
Christian Igel
Stefan Oehmcke
Fabian Gieseke
Zhenming Peng
BDL
282
17
0
18 Dec 2022
JSRNN: Joint Sampling and Reconstruction Neural Networks for High Quality Image Compressed Sensing
Chunyan Zeng
Jiaxiang Ye
Zhifeng Wang
Nan Zhao
Minghu Wu
AI4TS
157
2
0
11 Nov 2022
Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service
IEEE Transactions on Services Computing (IEEE TSC), 2022
Kuiyuan Zhang
Zhongyun Hua
Yuanman Li
Yushu Zhang
Yicong Zhou
267
7
0
05 Sep 2022
Fast Hierarchical Deep Unfolding Network for Image Compressed Sensing
ACM Multimedia (ACM MM), 2022
Wenxue Cui
Gangyan Zeng
Debin Zhao
233
15
0
03 Aug 2022
D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing
Weiqi Li
Bin Chen
Shuai Liu
Shijie Zhao
Bowen Du
Yongbing Zhang
Jian Zhang
381
10
0
27 Jul 2022
ICRICS: Iterative Compensation Recovery for Image Compressive Sensing
Signal, Image and Video Processing (SIVP), 2022
Honggui Li
M. Trocan
Dimitri Galayko
Mohamad Sawan
209
3
0
19 Jul 2022
Content-aware Scalable Deep Compressed Sensing
IEEE Transactions on Image Processing (IEEE TIP), 2022
Bin Chen
Jian Zhang
237
87
0
19 Jul 2022
Robust Deep Compressive Sensing with Recurrent-Residual Structural Constraints
IEEE Transactions on Computational Imaging (TCI), 2022
Jun Niu
306
3
0
15 Jul 2022
Deep Generalized Unfolding Networks for Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2022
Chong Mou
Qian Wang
Jian Zhang
379
287
0
28 Apr 2022
FSOINet: Feature-Space Optimization-Inspired Network for Image Compressive Sensing
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Wen-jia Chen
Chunling Yang
Xin Yang
164
58
0
12 Apr 2022
ℓ
1
\ell_1
ℓ
1
DecNet+: A new architecture framework by
ℓ
1
\ell_1
ℓ
1
decomposition and iteration unfolding for sparse feature segmentation
CSIAM Transactions on Applied Mathematics (TCAM), 2022
Yumeng Ren
Yiming Gao
Chunlin Wu
Bergen
217
3
0
05 Mar 2022
Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks
IEEE Transactions on Wireless Communications (TWC), 2022
Boning Li
Gunjan Verma
Santiago Segarra
346
28
0
27 Jan 2022
CSformer: Bridging Convolution and Transformer for Compressive Sensing
IEEE Transactions on Image Processing (TIP), 2021
Dongjie Ye
Zhangkai Ni
Hanli Wang
Jian Zhang
Shiqi Wang
Sam Kwong
ViT
MedIm
179
93
0
31 Dec 2021
Image Compressed Sensing Using Non-local Neural Network
Wenxue Cui
Gangyan Zeng
F. Jiang
Debin Zhao
302
86
0
07 Dec 2021
Memory-Augmented Deep Unfolding Network for Compressive Sensing
Jie Song
Bin Chen
Jian Zhang
282
132
0
19 Oct 2021
ADMM-DAD net: a deep unfolding network for analysis compressed sensing
Vicky Kouni
Georgios Paraskevopoulos
Holger Rauhut
G. C. Alexandropoulos
436
23
0
13 Oct 2021
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation
IEEE Transactions on Image Processing (TIP), 2021
Mehmet Yamaç
U. Akpinar
E. Sahin
S. Kiranyaz
Moncef Gabbouj
316
12
0
04 Aug 2021
Dynamic Proximal Unrolling Network for Compressive Imaging
Yixiao Yang
R. Tao
Kaixuan Wei
Ying Fu
328
11
0
23 Jul 2021
1
2
Next
Page 1 of 2
