Noise2Noise: Learning Image Restoration without Clean Data

12 March 2018

Papers citing "Noise2Noise: Learning Image Restoration without Clean Data"

30 / 180 papers shown

Title
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 26 19 0 06 May 2020
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency Cheng-Ming Chiang Yu-Wen Tseng Yu-Syuan Xu Hsien-Kai Kuo Yi-Min Tsai ... Chia-Lin Yu B. Shen Kloze Kao Chia-Ming Cheng Hung-Jen Chen 35 22 0 27 Apr 2020
Finding Your (3D) Center: 3D Object Detection Using a Learned Loss David J. Griffiths Jan Boehm Tobias Ritschel 3DPC 19 8 0 06 Apr 2020
Learning Invariant Representation for Unsupervised Image Restoration Wenchao Du Hu Chen Hongyu Yang OOD 24 86 0 28 Mar 2020
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Kaixuan Wei Ying Fu Jiaolong Yang Hua Huang DiffM 27 206 0 28 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 38 120 0 26 Mar 2020
Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising S. Izadi Ghassan Hamarneh BDL 23 4 0 25 Mar 2020
ML-SIM: A deep neural network for reconstruction of structured illumination microscopy images Charles N Christensen Edward N. Ward Pietro Lió C. Kaminski 24 15 0 24 Mar 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 16 182 0 26 Feb 2020
Self-Supervised Poisson-Gaussian Denoising Wesley Khademi Sonia Rao Clare Minnerath Guy M. Hagen Jonathan Ventura 23 30 0 21 Feb 2020
CNN-based Lidar Point Cloud De-Noising in Adverse Weather Robin Heinzler Florian Piewak Philipp Schindler W. Stork 33 138 0 09 Dec 2019
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 24 535 0 05 Dec 2019
Fully Unsupervised Probabilistic Noise2Void M. Prakash Manan Lalit P. Tomančák Alexander Krull Florian Jug DiffM 17 44 0 27 Nov 2019
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs Shuang Zhang Ada Zhen R. Stevenson 31 15 0 19 Nov 2019
Noisier2Noise: Learning to Denoise from Unpaired Noisy Data N. Moran Dan Schmidt Yu Zhong Patrick Coady 27 231 0 25 Oct 2019
Electro-Magnetic Side-Channel Attack Through Learned Denoising and Classification Florian Lemarchand Cyril Marlin Florent Montreuil Erwan Nogues Maxime Pelcat AAML 19 12 0 16 Oct 2019
deepCR: Cosmic Ray Rejection with Deep Learning Keming 名 Zhang 张可 J. Bloom 15 41 0 22 Jul 2019
High-throughput Onboard Hyperspectral Image Compression with Ground-based CNN Reconstruction D. Valsesia E. Magli 19 37 0 05 Jul 2019
Disentangled Inference for GANs with Latently Invertible Autoencoder Jiapeng Zhu Deli Zhao Bo-Wen Zhang Bolei Zhou GAN DRL 30 35 0 19 Jun 2019
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising Alexander Krull Tomáš Vičar Florian Jug DiffM 17 165 0 03 Jun 2019
Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation Jiaming Liu Chihao Wu Yuzhi Wang Qin Xu Yuqian Zhou ... Chuan Wang Shaofan Cai Yifan Ding Haoqiang Fan Jue Wang 31 68 0 29 Apr 2019
Improving Deep Speech Denoising by Noisy2Noisy Signal Mapping N. Alamdari A. Azarang N. Kehtarnavaz 22 42 0 26 Apr 2019
Deep Surface Normal Estimation with Hierarchical RGB-D Fusion Jin Zeng Yanfeng Tong Yunmu Huang Qiong Yan Wenxiu Sun J. Chen Yongtian Wang 3DH 22 67 0 06 Apr 2019
Neural Imaging Pipelines - the Scourge or Hope of Forensics? Pawel Korus N. Memon 18 1 0 27 Feb 2019
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images Magauiya Zhussip Shakarim Soltanayev S. Chun OOD 20 3 0 07 Feb 2019
Content Authentication for Neural Imaging Pipelines: End-to-end Optimization of Photo Provenance in Complex Distribution Channels Pawel Korus N. Memon 26 13 0 04 Dec 2018
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 30 434 0 27 Nov 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Kaicheng Zhang W. Zuo Lei Zhang 40 900 0 12 Jul 2018
Compressed Sensing with Deep Image Prior and Learned Regularization Dave Van Veen A. Jalal Mahdi Soltanolkotabi Eric Price S. Vishwanath A. Dimakis 33 178 0 17 Jun 2018
Unsupervised Learning with Stein's Unbiased Risk Estimator Christopher A. Metzler Ali Mousavi Reinhard Heckel Richard G. Baraniuk OOD 26 103 0 26 May 2018