v1v2v3 (latest)

Robust and interpretable blind image denoising via bias-free convolutional neural networks

13 June 2019

Papers citing "Robust and interpretable blind image denoising via bias-free convolutional neural networks"

20 / 70 papers shown

Title
A Note on the Regularity of Images Generated by Convolutional Neural Networks Andreas Habring M. Holler GAN 27 3 0 22 Apr 2022
Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach Dihan Zheng Xiaowen Zhang Kaisheng Ma Chenglong Bao DiffM 74 23 0 21 Apr 2022
CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing Nikola Janjušević Amirhossein Khalilian-Gourtani Yao Wang 13 14 0 02 Dec 2021
Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements Dongdong Chen Julián Tachella Mike E. Davies OOD 84 64 0 25 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 184 2,262 0 18 Nov 2021
FINO: Flow-based Joint Image and Noise Model Lanqing Guo Siyu Huang Haosen Liu Bihan Wen 53 5 0 11 Nov 2021
Phase Collapse in Neural Networks Florentin Guth J. Zarka S. Mallat 38 7 0 11 Oct 2021
Perceptually Optimized Deep High-Dynamic-Range Image Tone Mapping Chenyang Le Jiebin Yan Yuming Fang Kede Ma 66 9 0 01 Sep 2021
Adaptive Denoising via GainTuning S. Mohan Joshua L. Vincent R. Manzorro Peter A Crozier Eero P. Simoncelli C. Fernandez‐Granda 63 24 0 27 Jul 2021
Stable and Interpretable Unrolled Dictionary Learning Bahareh Tolooshams Demba E. Ba 64 16 0 31 May 2021
Leveraging Spatial and Photometric Context for Calibrated Non-Lambertian Photometric Stereo David Honzátko Engin Turetken Pascal Fua L. A. Dunbar 3DV 60 13 0 22 Mar 2021
CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning Nikola Janjušević Amirhossein Khalilian-Gourtani Yao Wang 45 5 0 05 Mar 2021
Attribution Mask: Filtering Out Irrelevant Features By Recursively Focusing Attention on Inputs of DNNs Jaehwan Lee Joon‐Hyuk Chang TDI FAtt 98 0 0 15 Feb 2021
No-reference denoising of low-dose CT projections E. Zainulina A. Chernyavskiy Dmitry V. Dylov OOD 33 5 0 03 Feb 2021
Unsupervised Deep Video Denoising D. Y. Sheth S. Mohan Joshua L. Vincent R. Manzorro Peter A Crozier Mitesh M. Khapra Eero P. Simoncelli C. Fernandez‐Granda VGen 64 63 0 30 Nov 2020
Deep Denoising For Scientific Discovery: A Case Study In Electron Microscopy S. Mohan R. Manzorro Joshua L. Vincent Binh Tang D. Y. Sheth Eero P. Simoncelli David S. Matteson Peter A Crozier C. Fernandez‐Granda 81 29 0 24 Oct 2020
Deep Autoencoders: From Understanding to Generalization Guarantees Romain Cosentino Randall Balestriero Richard Baraniuk B. Aazhang 40 6 0 20 Sep 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 119 813 0 31 Aug 2020
Deep Networks and the Multiple Manifold Problem Sam Buchanan D. Gilboa John N. Wright 230 39 0 25 Aug 2020
Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser Zahra Kadkhodaie Eero P. Simoncelli 94 86 0 27 Jul 2020