Task-Aware Compressed Sensing with Generative Adversarial Networks

Task-Aware Compressed Sensing with Generative Adversarial Networks

5 February 2018

Pouya Samangouei

Papers citing "Task-Aware Compressed Sensing with Generative Adversarial Networks"

13 / 13 papers shown

Title
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 52 0 0 09 Jul 2024
Discovering Structure From Corruption for Unsupervised Image Reconstruction Oscar Leong Angela F. Gao He Sun Katherine L. Bouman 26 5 0 12 Apr 2023
Instance-Optimal Compressed Sensing via Posterior Sampling A. Jalal Sushrut Karmalkar A. Dimakis Eric Price 26 51 0 21 Jun 2021
Multi-task MR Imaging with Iterative Teacher Forcing and Re-weighted Deep Learning Kehan Qi Yu Gong Xinfeng Liu Xin Liu Hairong Zheng Shanshan Wang 6 3 0 27 Nov 2020
Robust Compressed Sensing using Generative Models A. Jalal Liu Liu A. Dimakis C. Caramanis 21 39 0 16 Jun 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 11 518 0 12 May 2020
Solving Inverse Problems with a Flow-based Noise Model Jay Whang Qi Lei A. Dimakis 56 36 0 18 Mar 2020
Inference in Multi-Layer Networks with Matrix-Valued Unknowns Parthe Pandit Mojtaba Sahraee-Ardakan S. Rangan P. Schniter A. Fletcher 15 6 0 26 Jan 2020
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models Giannis Daras Augustus Odena Han Zhang A. Dimakis 19 54 0 27 Nov 2019
Bayesian Inference with Generative Adversarial Network Priors Dhruv V. Patel Assad A. Oberai GAN AI4CE 25 17 0 22 Jul 2019
Reproducing AmbientGAN: Generative models from lossy measurements Mehdi Ahmadi T. Nest M. Abdelnaim Thanh-Dung Le GAN 19 1 0 23 Oct 2018
Compressed Sensing with Deep Image Prior and Learned Regularization Dave Van Veen A. Jalal Mahdi Soltanolkotabi Eric Price S. Vishwanath A. Dimakis 22 178 0 17 Jun 2018
Discriminative Regularization for Generative Models Alex Lamb Vincent Dumoulin Aaron Courville DRL 32 65 0 09 Feb 2016