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Blind Image Deconvolution using Deep Generative Priors

12 February 2018

Papers citing "Blind Image Deconvolution using Deep Generative Priors"

33 / 33 papers shown

Title
AstroClearNet: Deep image prior for multi-frame astronomical image restoration Yashil Sukurdeep Fausto Navarro T. Budavári 28 0 0 08 Apr 2025
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 72 2 0 07 Oct 2023
Leveraging Variational Autoencoders for Parameterized MMSE Estimation Michael Baur B. Fesl Wolfgang Utschick 63 9 0 11 Jul 2023
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems Weijie Gan Shirin Shoushtari Yuyang Hu Jiaming Liu Hongyu An Ulugbek S. Kamilov 89 12 0 22 May 2023
Explicitly Minimizing the Blur Error of Variational Autoencoders G. Bredell Kyriakos Flouris K. Chaitanya Ertunc Erdil E. Konukoglu 75 25 0 12 Apr 2023
On Adversarial Robustness of Deep Image Deblurring Kanchana Vaishnavi Gandikota Paramanand Chandramouli Michael Moeller 92 13 0 05 Oct 2022
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise Zhong Zhuang Taihui Li Hengkang Wang Ju Sun 78 20 0 18 Aug 2022
Generative Modelling With Inverse Heat Dissipation Severi Rissanen Markus Heinonen Arno Solin DiffM 145 120 0 21 Jun 2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 88 51 0 16 Jun 2022
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution with Applications to Imaging Through Turbulence Brandon Yushan Feng Mingyang Xie Christopher A. Metzler ViT 66 14 0 13 Mar 2022
Training Adaptive Reconstruction Networks for Blind Inverse Problems Alban Gossard P. Weiss MedIm 50 6 0 23 Feb 2022
Blind Image Deconvolution Using Variational Deep Image Prior Dong Huo Abbas Masoumzadeh Rafsanjany Kushol Yee-Hong Yang 132 11 0 01 Feb 2022
Wiener Guided DIP for Unsupervised Blind Image Deconvolution G. Bredell Ertunc Erdil B. Weber E. Konukoglu DiffM 74 5 0 19 Dec 2021
Face Deblurring Based on Separable Normalization and Adaptive Denormalization Xian Zhang Hao Zhang Jiancheng Lv X. Li CVBM 3DH 32 3 0 18 Dec 2021
Early Stopping for Deep Image Prior Hengkang Wang Taihui Li Zhong Zhuang Tiancong Chen Hengyue Liang Ju Sun 98 64 0 11 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 96 275 0 05 Dec 2021
Instance-Optimal Compressed Sensing via Posterior Sampling A. Jalal Sushrut Karmalkar A. Dimakis Eric Price 79 52 0 21 Jun 2021
End-to-end Alternating Optimization for Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liang Wang Tieniu Tan SupR 117 35 0 14 May 2021
Using Deep Image Priors to Generate Counterfactual Explanations V. Narayanaswamy Jayaraman J. Thiagarajan A. Spanias 45 4 0 22 Oct 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 142 337 0 01 Jul 2020
Robust Compressed Sensing using Generative Models A. Jalal Liu Liu A. Dimakis Constantine Caramanis 96 41 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 128 537 0 12 May 2020
Transforming and Projecting Images into Class-conditional Generative Networks Minyoung Huh Richard Y. Zhang Jun-Yan Zhu S. Paris Aaron Hertzmann 74 111 0 04 May 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 128 472 0 08 Apr 2020
Recovering compressed images for automatic crack segmentation using generative models Yong Huang Haoyu Zhang Hui Li Stephen Wu 21 27 0 06 Mar 2020
Deep S $^3$ PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models Christopher A. Metzler Gordon Wetzstein 82 11 0 14 Feb 2020
Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization M. Aittala Prafull Sharma Lukas Murmann Adam B. Yedidia G. Wornell William T. Freeman F. Durand 67 30 0 05 Dec 2019
Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems Oscar Leong W. Sakla GAN 66 7 0 23 Oct 2019
Invertible generative models for inverse problems: mitigating representation error and dataset bias Muhammad Asim Max Daniels Oscar Leong Ali Ahmed Paul Hand 182 154 0 28 May 2019
A Deep Optimization Approach for Image Deconvolution Zhijian Luo Siyu Chen Y. Qian 24 1 0 16 Apr 2019
Deep Generative Endmember Modeling: An Application to Unsupervised Spectral Unmixing R. Borsoi Tales Imbiriba J. Bermudez 54 105 0 14 Feb 2019
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks Reinhard Heckel Paul Hand 126 287 0 02 Oct 2018
Stochastic seismic waveform inversion using generative adversarial networks as a geological prior L. Mosser O. Dubrule M. Blunt GAN AI4CE 132 209 0 10 Jun 2018