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Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

12 August 2015

Papers citing "Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration"

50 / 376 papers shown

Title
End-to-End JPEG Decoding and Artifacts Suppression Using Heterogeneous Residual Convolutional Neural Network Jun Niu 61 5 0 01 Jul 2020
VPNet: Variable Projection Networks P. Kovács Gergő Bognár Christian Huber M. Huemer 51 27 0 28 Jun 2020
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding Bruno Lecouat Jean Ponce Julien Mairal AI4CE 65 6 0 26 Jun 2020
A Fast Stochastic Plug-and-Play ADMM for Imaging Inverse Problems Junqi Tang Mike Davies 65 17 0 20 Jun 2020
Concatenated Attention Neural Network for Image Restoration Ying-jie Tian Yiqi Wang LinRui Yang Zhiquan Qi 47 11 0 19 Jun 2020
Structured and Localized Image Restoration Thomas Eboli Alex Nowak-Vila Jian Sun Francis R. Bach Jean Ponce Alessandro Rudi 20 0 0 16 Jun 2020
Total Deep Variation: A Stable Regularizer for Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock MedIm 82 19 0 15 Jun 2020
Hyper RPCA: Joint Maximum Correntropy Criterion and Laplacian Scale Mixture Modeling On-the-Fly for Moving Object Detection Zerui Shao Yi-fei Pu Jiliu Zhou Bihan Wen Yi Zhang 83 8 0 14 Jun 2020
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE Juntang Zhuang Nicha Dvornek Xiaoxiao Li S. Tatikonda X. Papademetris James Duncan BDL 127 112 0 03 Jun 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 119 537 0 12 May 2020
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 150 172 0 05 May 2020
Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution Rao Muhammad Umer G. Foresti C. Micheloni 70 52 0 03 May 2020
Neural Differential Equations for Single Image Super-resolution Teven Le Scao 47 2 0 02 May 2020
Identity Enhanced Residual Image Denoising Saeed Anwar C. P. Huynh Fatih Porikli SupR 73 16 0 26 Apr 2020
Attention Based Real Image Restoration Saeed Anwar Nick Barnes L. Petersson 59 0 0 26 Apr 2020
Distributed Learning and Inference with Compressed Images Sudeep Katakol Basem Elbarashy Luis Herranz Joost van de Weijer Antonio M. López 21 9 0 22 Apr 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 123 365 0 30 Mar 2020
A Set-Theoretic Study of the Relationships of Image Models and Priors for Restoration Problems Bihan Wen Yanjun Li Yuqi Li Y. Bresler 26 6 0 29 Mar 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 175 545 0 23 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
Camera Trace Erasing C. Chen Zhiwei Xiong Xiaoming Liu Feng Wu 74 22 0 16 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 114 185 0 26 Feb 2020
Image Stylization: From Predefined to Personalized Ignacio Garcia Dorado Pascal Getreuer Bartlomiej Wronski P. Milanfar DiffM 52 4 0 22 Feb 2020
Reconstructing the Noise Manifold for Image Denoising Ioannis Marras Grigorios G. Chrysos I. Alexiou Greg Slabaugh Stefanos Zafeiriou GAN AI4CE 33 5 0 11 Feb 2020
Translating Diffusion, Wavelets, and Regularisation into Residual Networks Tobias Alt Joachim Weickert Pascal Peter DiffM 52 8 0 07 Feb 2020
Spatial-Adaptive Network for Single Image Denoising Meng Chang Qi Li H. Feng Zhi-hai Xu 61 154 0 28 Jan 2020
CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance Subhayan Mukherjee N. K. Kottayil Xinyao Sun I. Cheng 18 4 0 20 Jan 2020
Total Deep Variation for Linear Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock 98 89 0 14 Jan 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 223 838 0 31 Dec 2019
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 128 1,026 0 22 Dec 2019
Scale-wise Convolution for Image Restoration Yuchen Fan Jiahui Yu Ding Liu Thomas S. Huang 63 39 0 19 Dec 2019
Image Restoration using Plug-and-Play CNN MAP Denoisers Siavash Bigdeli David Honzátko Sabine Süsstrunk L. A. Dunbar 46 8 0 18 Dec 2019
PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing Ryosuke Furuta Naoto Inoue T. Yamasaki 61 72 0 16 Dec 2019
Memory-efficient Learning for Large-scale Computational Imaging -- NeurIPS deep inverse workshop Michael R. Kellman Jonathan I. Tamir E. Bostan Michael Lustig Laura Waller SupR 96 58 0 11 Dec 2019
Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration Bruno Lecouat Jean Ponce Julien Mairal 53 1 0 05 Dec 2019
Deep Decomposition Learning for Inverse Imaging Problems Dongdong Chen Mike E. Davies 69 40 0 25 Nov 2019
Fast and Flexible Image Blind Denoising via Competition of Experts S. Maeda 65 6 0 20 Nov 2019
Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior Mario González Andrés Almansa M. Delbracio Pablo Musé Pauline Tan 54 6 0 14 Nov 2019
Semantic Image Completion and Enhancement using Deep Learning Vaishnav Chandak Priyansh Saxena M. Pattanaik G. Kaushal GAN 57 5 0 06 Nov 2019
Cross-Scale Residual Network for Multiple Tasks:Image Super-resolution, Denoising, and Deblocking Yuan Zhou Xiaoting Du Yeda Zhang S. Kung SupR 141 1 0 04 Nov 2019
Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising Tobias Alt Joachim Weickert DiffM 30 4 0 21 Oct 2019
KRNET: Image Denoising with Kernel Regulation Network Peng Liu Xiaoxiao Zhou Jun-Yi Li Mohammad D. El Basha R. Fang SupR 23 1 0 20 Oct 2019
Image Restoration Using Deep Regulated Convolutional Networks Peng Liu Xiaoxiao Zhou Junyi Yang Mohammad D. El Basha R. Fang 23 2 0 19 Oct 2019
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling Risheng Liu Pan Mu Jian Chen Xin-Yue Fan Zhongxuan Luo 107 25 0 18 Oct 2019
Deep K-SVD Denoising M. Scetbon Michael Elad P. Milanfar SupR 102 108 0 28 Sep 2019
Rethinking the CSC Model for Natural Images Dror Simon Michael Elad 50 91 0 12 Sep 2019
Deep Super-Resolution Network for Single Image Super-Resolution with Realistic Degradations Rao Muhammad Umer G. Foresti C. Micheloni SupR 60 13 0 09 Sep 2019
A Comprehensive Benchmark for Single Image Compression Artifacts Reduction Jiaying Liu Dong Liu Wenhan Yang Sifeng Xia Xiaoshuai Zhang Yuanying Dai 98 74 0 09 Sep 2019
Parametric Majorization for Data-Driven Energy Minimization Methods Jonas Geiping Michael Moeller 129 4 0 17 Aug 2019
Index Network Hao Lu Yutong Dai Chunhua Shen Songcen Xu SSeg 28 0 0 11 Aug 2019