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image denoising

372 papers

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Co-occurring keywords

image restoration (1517) convolutional neural network (4226) self-supervised learning (3777) neural network (6616) image deblurring (190) noise modeling (58) unsupervised learning (3264) diffusion model (3751) image super-resolution (303) generative model (2892)

Papers

DoPAMINE: Double-Sided Masked CNN for Pixel Adaptive Multiplicative Noise Despeckling AAAI 2019
AGEM: Solving Linear Inverse Problems via Deep Priors and Sampling NIPS 2019
High-Quality Self-Supervised Deep Image Denoising NIPS 2019
Rethinking the CSC Model for Natural Images NIPS 2019
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images NIPS 2019
Toward Convolutional Blind Denoising of Real Photographs CVPR 2019
Adaptation Strategies for Applying AWGN-Based Denoiser to Realistic Noise AAAI 2019
Side Window Filtering CVPR 2019
Training deep learning based denoisers without ground truth data NIPS 2018
Deflecting Adversarial Attacks With Pixel Deflection CVPR 2018
Modular Proximal Optimization for Multidimensional Total-Variation Regularization JMLR 2018
Neural Nearest Neighbors Networks NIPS 2018
Non-Local Recurrent Network for Image Restoration NIPS 2018
prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach IJCAI 2018
Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser CVPR 2018
Image Blind Denoising With Generative Adversarial Network Based Noise Modeling CVPR 2018
Structured Uncertainty Prediction Networks CVPR 2018
Deep Image Prior CVPR 2018
Learning to See in the Dark CVPR 2018
A High-Quality Denoising Dataset for Smartphone Cameras CVPR 2018
Burst Denoising With Kernel Prediction Networks CVPR 2018
Universal Denoising Networks : A Novel CNN Architecture for Image Denoising CVPR 2018
Learning Deep CNN Denoiser Prior for Image Restoration CVPR 2017
Dictionary Learning Based on Sparse Distribution Tomography ICML 2017