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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

When to Use Convolutional Neural Networks for Inverse Problems CVPR 2020
Basis Prediction Networks for Effective Burst Denoising With Large Kernels CVPR 2020
Neural Sparse Representation for Image Restoration NIPS 2020
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-resolution and Beyond NIPS 2020
Adaptive Rates for Total Variation Image Denoising JMLR 2020
One Size Fits All: Can We Train One Denoiser for All Noise Levels? ICML 2020
Autoregressive Score Matching NIPS 2020
Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising CVPR 2019
Training Deep Learning Based Image Denoisers From Undersampled Measurements Without Ground Truth and Without Image Prior CVPR 2019
Unprocessing Images for Learned Raw Denoising CVPR 2019
Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers CVPR 2019
A Poisson-Gaussian Denoising Dataset With Real Fluorescence Microscopy Images CVPR 2019
Convolutional Neural Networks Can Be Deceived by Visual Illusions CVPR 2019
Real Image Denoising With Feature Attention ICCV 2019
Fully Convolutional Pixel Adaptive Image Denoiser ICCV 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers ICML 2019
Fast Image Restoration With Multi-Bin Trainable Linear Units ICCV 2019
Self-Guided Network for Fast Image Denoising ICCV 2019
Noise2Void - Learning Denoising From Single Noisy Images CVPR 2019
CIIDefence: Defeating Adversarial Attacks by Fusing Class-Specific Image Inpainting and Image Denoising ICCV 2019
Iterative Residual CNNs for Burst Photography Applications CVPR 2019
Noise2Self: Blind Denoising by Self-Supervision ICML 2019
Block Coordinate Regularization by Denoising NIPS 2019
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019
FOCNet: A Fractional Optimal Control Network for Image Denoising CVPR 2019