Global Guarantees for Blind Demodulation with Generative Priors

29 May 2019

Papers citing "Global Guarantees for Blind Demodulation with Generative Priors"

14 / 14 papers shown

Title
Deep Ptych: Subsampled Fourier Ptychography using Generative Priors Fahad Shamshad Farwa Abbas Ali Ahmed 30 35 0 22 Dec 2018
Phase Retrieval Under a Generative Prior Paul Hand Oscar Leong V. Voroninski 41 189 0 11 Jul 2018
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 105 7,318 0 27 Oct 2017
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images Suhas Lohit K. Kulkarni Ronan Kerviche Pavan Turaga A. Ashok 23 114 0 15 Aug 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 84 138 0 22 May 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 98 5,556 0 30 Mar 2017
Compressed Sensing using Generative Models Ashish Bora A. Jalal Eric Price A. Dimakis 94 804 0 09 Mar 2017
A Convex Program for Mixed Linear Regression with a Recovery Guarantee for Well-Separated Data Paul Hand Babhru Joshi 40 12 0 19 Dec 2016
Amortised MAP Inference for Image Super-resolution C. Sønderby Jose Caballero Lucas Theis Wenzhe Shi Ferenc Huszár 70 435 0 14 Oct 2016
Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation S. Bahmani Justin Romberg 43 120 0 13 Oct 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 303 7,361 0 12 Sep 2016
Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow G. Wang G. Giannakis Yonina C. Eldar 33 362 0 26 May 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 232 13,968 0 19 Nov 2015
Phase Retrieval via Wirtinger Flow: Theory and Algorithms Emmanuel Candes Xiaodong Li Mahdi Soltanolkotabi 137 1,283 0 03 Jul 2014