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Noise2Self: Blind Denoising by Self-Supervision

30 January 2019

Papers citing "Noise2Self: Blind Denoising by Self-Supervision"

31 / 131 papers shown

Title
Unpaired Learning of Deep Image Denoising Xiaohe Wu Ming-Yu Liu Yue Cao Dongwei Ren W. Zuo SSL 99 148 0 31 Aug 2020
Improving Blind Spot Denoising for Microscopy A. Goncharova A. Honigmann Florian Jug Alexander Krull 77 26 0 19 Aug 2020
Unsupervised Image Restoration Using Partially Linear Denoisers Rihuan Ke Carola-Bibiane Schönlieb DiffM 31 12 0 14 Aug 2020
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks Andrea Bordone Molini D. Valsesia Giulia Fracastoro E. Magli 61 94 0 04 Jul 2020
Deconvolution with unknown noise distribution is possible for multivariate signals Elisabeth Gassiat Sylvain Le Corff Luc Lehéricy 80 12 0 25 Jun 2020
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling Burhaneddin Yaman S. A. Hosseini Mehmet Akçakaya 58 3 0 16 Jun 2020
Image Deconvolution via Noise-Tolerant Self-Supervised Inversion H. Kobayashi A. Solak Joshua D. Batson Loic A. Royer 106 14 0 11 Jun 2020
Probabilistic self-learning framework for Low-dose CT Denoising T. Bai D. Nguyen Biling Wang Steve B. Jiang OOD 55 31 0 30 May 2020
DenoiSeg: Joint Denoising and Segmentation T. Buchholz M. Prakash Alexander Krull Florian Jug 3DV DiffM 89 62 0 06 May 2020
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 77 19 0 06 May 2020
Self-Supervised training for blind multi-frame video denoising Valéry Dewil J. Anger Axel Davy T. Ehret Pablo Arias Gabriele Facciolo 63 37 0 15 Apr 2020
Learning Invariant Representation for Unsupervised Image Restoration Wenchao Du Hu Chen Hongyu Yang OOD 69 88 0 28 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 182 123 0 26 Mar 2020
Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising S. Izadi Ghassan Hamarneh BDL 119 4 0 25 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 94 17 0 17 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 109 45 0 16 Mar 2020
Self-Supervised Poisson-Gaussian Denoising Wesley Khademi Sonia Rao Clare Minnerath Guy M. Hagen Jonathan Ventura 125 30 0 21 Feb 2020
Noise2Inverse: Self-supervised deep convolutional denoising for tomography A. Hendriksen D. Pelt K. Batenburg SupR 57 14 0 31 Jan 2020
Real-time Linear Operator Construction and State Estimation with the Kalman Filter Tsuyoshi Ishizone Kazuyuki Nakamura 24 0 0 30 Jan 2020
First image then video: A two-stage network for spatiotemporal video denoising Ce Wang S. Kevin Zhou Zhi-Qi Cheng VGen 44 10 0 02 Jan 2020
Noise2Blur: Online Noise Extraction and Denoising Huangxing Lin Weihong Zeng Xinghao Ding Xueyang Fu Yue Huang John Paisley NoLa VLM 45 4 0 03 Dec 2019
Fully Unsupervised Probabilistic Noise2Void M. Prakash Manan Lalit P. Tomančák Alexander Krull Florian Jug DiffM 137 45 0 27 Nov 2019
Leveraging Self-supervised Denoising for Image Segmentation M. Prakash T. Buchholz Manan Lalit P. Tomančák Florian Jug Alexander Krull 133 18 0 27 Nov 2019
Noise Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada NoLa OOD 112 31 0 26 Nov 2019
Noisier2Noise: Learning to Denoise from Unpaired Noisy Data N. Moran Dan Schmidt Yu Zhong Patrick Coady 140 240 0 25 Oct 2019
Noisy-As-Clean: Learning Self-supervised Denoising from the Corrupted Image Jun Xu Yuan Huang Ming-Ming Cheng Li Liu Fan Zhu Xingsong Hou Ling Shao SSL 82 24 0 17 Jun 2019
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising Alexander Krull Tomáš Vičar Florian Jug DiffM 100 168 0 03 Jun 2019
GAN2GAN: Generative Noise Learning for Blind Denoising with Single Noisy Images Sungmin Cha Taeeon Park Byeongjoon Kim J. Baek Taesup Moon VLM 97 26 0 25 May 2019
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning Pedro Hermosilla Tobias Ritschel Timo Ropinski 3DPC 64 127 0 16 Apr 2019
High-Quality Self-Supervised Deep Image Denoising S. Laine Tero Karras J. Lehtinen Timo Aila 57 342 0 29 Jan 2019
Noise2Void - Learning Denoising from Single Noisy Images Alexander Krull T. Buchholz Florian Jug 126 1,110 0 27 Nov 2018