Deep S $^3$ PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models

14 February 2020

Papers citing "Deep S$^3$PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models"

32 / 32 papers shown

Title
Inference with Deep Generative Priors in High Dimensions Jillian R. Fisher Mojtaba Sahraee-Ardakan S. Rangan Zaid Harchaoui Yejin Choi BDL 46 46 0 08 Nov 2019
Fast and Provable ADMM for Learning with Generative Priors Fabian Latorre Gómez Armin Eftekhari Volkan Cevher GAN 49 44 0 07 Jul 2019
Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks Qiuqiang Kong Yong-mei Xu Wenwu Wang Philip J. B. Jackson Mark D. Plumbley GAN 51 24 0 14 Jun 2019
Image-Adaptive GAN based Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes GAN 60 89 0 12 Jun 2019
Global Guarantees for Blind Demodulation with Generative Priors Paul Hand Babhru Joshi 99 33 0 29 May 2019
The spiked matrix model with generative priors Benjamin Aubin Bruno Loureiro Antoine Maillard Florent Krzakala Lenka Zdeborová 57 53 0 29 May 2019
Invertible generative models for inverse problems: mitigating representation error and dataset bias Muhammad Asim Max Daniels Oscar Leong Ali Ahmed Paul Hand 156 153 0 28 May 2019
Deep Compressed Sensing Yan Wu Mihaela Rosca Timothy Lillicrap GAN 84 166 0 16 May 2019
Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase Retrieval Rakib Hyder Viraj Shah Chinmay Hegde M. Salman Asif 52 47 0 07 Mar 2019
Deep Ptych: Subsampled Fourier Ptychography using Generative Priors Fahad Shamshad Farwa Abbas Ali Ahmed 53 35 0 22 Dec 2018
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Yossi Gandelsman Assaf Shocher Michal Irani 69 310 0 02 Dec 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 156 1,787 0 20 Sep 2018
Robust Compressive Phase Retrieval via Deep Generative Priors Fahad Shamshad Ali Ahmed 38 32 0 17 Aug 2018
Phase Retrieval Under a Generative Prior Paul Hand Oscar Leong V. Voroninski 66 189 0 11 Jul 2018
Modeling Sparse Deviations for Compressed Sensing using Generative Models Manik Dhar Aditya Grover Stefano Ermon 59 79 0 04 Jul 2018
Single Image Reflection Separation with Perceptual Losses X. Zhang Ren Ng Qifeng Chen 95 320 0 14 Jun 2018
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees Viraj Shah Chinmay Hegde GAN 89 166 0 23 Feb 2018
Blind Image Deconvolution using Deep Generative Priors Muhammad Asim Fahad Shamshad Ali Ahmed 63 96 0 12 Feb 2018
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 122 3,156 0 29 Nov 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,883 0 25 Aug 2017
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing Qingnan Fan Jiaolong Yang G. Hua Baoquan Chen David Wipf SupR 113 284 0 11 Aug 2017
Compressed Sensing using Generative Models Ashish Bora A. Jalal Eric Price A. Dimakis 147 810 0 09 Mar 2017
Multi-Layer Generalized Linear Estimation Andre Manoel Florent Krzakala M. Mézard Lenka Zdeborová 50 54 0 24 Jan 2017
Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation S. Bahmani Justin Romberg 67 121 0 13 Oct 2016
Phase Unmixing : Multichannel Source Separation with Magnitude Constraints Antoine Deleforge Y. Traonmilin 28 7 0 30 Sep 2016
DOLPHIn - Dictionary Learning for Phase Retrieval Andreas M. Tillmann Yonina C. Eldar Julien Mairal 33 64 0 06 Feb 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 256 14,012 0 19 Nov 2015
Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach Boshra Rajaei Eric W. Tramel S. Gigan Florent Krzakala L. Daudet 35 21 0 05 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 244 8,408 0 28 Nov 2014
Phase Retrieval via Wirtinger Flow: Theory and Algorithms Emmanuel Candes Xiaodong Li Mahdi Soltanolkotabi 199 1,288 0 03 Jul 2014
$Phase Retrieval from Coded Diffraction Patterns$ Phase Retrieval from Coded Diffraction Patterns Emmanuel Candes Xiaodong Li Mahdi Soltanolkotabi 68 376 0 11 Oct 2013

Deep S3^33PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models

Papers citing "Deep S$^3$PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models"

Deep S $^3$ PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models