Signal Recovery with Non-Expansive Generative Network Priors

24 April 2022

Papers citing "Signal Recovery with Non-Expansive Generative Network Priors"

23 / 23 papers shown

Title
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 162 1,595 0 23 Jun 2021
Compressive Phase Retrieval: Optimal Sample Complexity with Deep Generative Priors Paul Hand Oscar Leong V. Voroninski 54 7 0 24 Aug 2020
When and How Can Deep Generative Models be Inverted? Aviad Aberdam Dror Simon Michael Elad 63 13 0 28 Jun 2020
Constant-Expansion Suffices for Compressed Sensing with Generative Priors C. Daskalakis Dhruv Rohatgi Manolis Zampetakis 48 12 0 07 Jun 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 67 531 0 12 May 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 240 549 0 08 Mar 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
Surfing: Iterative optimization over incrementally trained deep networks Ganlin Song Z. Fan John D. Lafferty 37 20 0 19 Jul 2019
Inverting Deep Generative models, One layer at a time Qi Lei A. Jalal Inderjit S. Dhillon A. Dimakis 45 51 0 18 Jun 2019
Global Guarantees for Blind Demodulation with Generative Priors Paul Hand Babhru Joshi 97 33 0 29 May 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 98 1,109 0 05 Apr 2019
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks Reinhard Heckel Paul Hand 72 284 0 02 Oct 2018
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview Yuejie Chi Yue M. Lu Yuxin Chen 56 424 0 25 Sep 2018
Phase Retrieval Under a Generative Prior Paul Hand Oscar Leong V. Voroninski 63 189 0 11 Jul 2018
Stochastic seismic waveform inversion using generative adversarial networks as a geological prior L. Mosser O. Dubrule M. Blunt GAN AI4CE 97 208 0 10 Jun 2018
Rate-Optimal Denoising with Deep Neural Networks Reinhard Heckel Wen Huang Paul Hand V. Voroninski 50 23 0 22 May 2018
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 125 138 0 22 May 2017
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis Rong Ge Chi Jin Yi Zheng 115 436 0 03 Apr 2017
Compressed Sensing using Generative Models Ashish Bora A. Jalal Eric Price A. Dimakis 143 810 0 09 Mar 2017
Generative Visual Manipulation on the Natural Image Manifold Jun-Yan Zhu Philipp Krahenbuhl Eli Shechtman Alexei A. Efros GAN 69 1,396 0 12 Sep 2016
Matrix Completion has No Spurious Local Minimum Rong Ge Jason D. Lee Tengyu Ma 99 599 0 24 May 2016
A Geometric Analysis of Phase Retrieval Ju Sun Qing Qu John N. Wright 114 525 0 22 Feb 2016
Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture Ju Sun Qing Qu John N. Wright 114 159 0 11 Nov 2015