DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks

11 July 2017

Richard G. Baraniuk

Papers citing "DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks"

21 / 21 papers shown

Title
Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems Eric Chen Xi Chen A. Maleki S. Jalali 38 0 0 08 Jan 2025
Compressed Sensor Caching and Collaborative Sparse Data Recovery with Anchor Alignment Yi-Jen Yang Ming-Hsun Yang Jwo-Yuh Wu Y.-W. Peter Hong 47 0 0 14 Jun 2024
Unrolled Compressed Blind-Deconvolution Bahareh Tolooshams S. Mulleti Demba E. Ba Yonina C. Eldar 19 6 0 28 Sep 2022
CSformer: Bridging Convolution and Transformer for Compressive Sensing Dongjie Ye Zhangkai Ni Hanli Wang Jian Zhang Shiqi Wang Sam Kwong ViT MedIm 37 52 0 31 Dec 2021
ADMM-DAD net: a deep unfolding network for analysis compressed sensing Vicky Kouni Georgios Paraskevopoulos Holger Rauhut G. C. Alexandropoulos 37 18 0 13 Oct 2021
Deep Learning Techniques for Compressive Sensing-Based Reconstruction and Inference -- A Ubiquitous Systems Perspective Alina L. Machidon V. Pejović 30 6 0 26 May 2021
DAEs for Linear Inverse Problems: Improved Recovery with Provable Guarantees J. Dhaliwal Kyle Hambrook 11 0 0 13 Jan 2021
AMPA-Net: Optimization-Inspired Attention Neural Network for Deep Compressed Sensing Nanyu Li Charles C. Zhou 16 7 0 14 Oct 2020
Jointly Sparse Signal Recovery and Support Recovery via Deep Learning with Applications in MIMO-based Grant-Free Random Access Ying Cui Shuaichao Li Wanqing Zhang 24 62 0 05 Aug 2020
Drug discovery with explainable artificial intelligence José Jiménez-Luna F. Grisoni G. Schneider 30 626 0 01 Jul 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 13 521 0 12 May 2020
LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network Fangliang Bai Jinchao Liu Xiaojuan Liu Margarita Osadchy Chao Wang S. Gibson 36 2 0 27 Apr 2020
Deep Compressed Sensing Yan Wu Mihaela Rosca Timothy Lillicrap GAN 30 162 0 16 May 2019
A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound Micha Feigin-Almon Daniel Freedman B. Anthony SyDa MedIm 19 86 0 30 Sep 2018
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling Shanshan Wu A. Dimakis Sujay Sanghavi Felix X. Yu D. Holtmann-Rice Dmitry Storcheus Afshin Rostamizadeh Sanjiv Kumar SSL 23 53 0 26 Jun 2018
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives Amit Dhurandhar Pin-Yu Chen Ronny Luss Chun-Chen Tu Pai-Shun Ting Karthikeyan Shanmugam Payel Das FAtt 15 586 0 21 Feb 2018
Full Image Recover for Block-Based Compressive Sensing Xuemei Xie Chenye Wang Jiang Du Guangming Shi 38 16 0 01 Feb 2018
Perceptual Compressive Sensing Jiang Du Xuemei Xie Chenye Wang Guangming Shi 24 9 0 01 Feb 2018
Fully Convolutional Measurement Network for Compressive Sensing Image Reconstruction Jiang Du Xuemei Xie Chenye Wang Guangming Shi Xun Xu Yuxiang Wang 35 61 0 21 Nov 2017
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images Suhas Lohit K. Kulkarni Ronan Kerviche Pavan Turaga A. Ashok 9 114 0 15 Aug 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 234 5,180 0 16 Sep 2016