Deep Unfolding Network for Image Super-Resolution

23 March 2020

Kaixuan Zhang

Luc Van Gool

Radu Timofte

SupR

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Papers citing "Deep Unfolding Network for Image Super-Resolution"

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Title
Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks Boning Li Gunjan Verma Santiago Segarra 26 18 0 27 Jan 2022
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems JaKeoung Koo Abderrahim Halimi S. Mclaughlin BDL 3DV 19 16 0 26 Jan 2022
InDuDoNet+: A Deep Unfolding Dual Domain Network for Metal Artifact Reduction in CT Images Hong Wang Yuexiang Li Haimiao Zhang Deyu Meng Yefeng Zheng MedIm 16 31 0 23 Dec 2021
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 19 7 0 14 Dec 2021
Specificity-Preserving Federated Learning for MR Image Reconstruction Chun-Mei Feng Yu-bao Yan Shanshan Wang Yong Xu Ling Shao Huazhu Fu OOD 37 78 0 09 Dec 2021
Robustness via Uncertainty-aware Cycle Consistency Uddeshya Upadhyay Yanbei Chen Zeynep Akata 25 21 0 24 Oct 2021
Memory-Augmented Deep Unfolding Network for Compressive Sensing Jie Song Bin Chen Jian Zhang 29 91 0 19 Oct 2021
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution Yunshi Huang Émilie Chouzenoux J. Pesquet BDL 16 12 0 14 Oct 2021
Deep Unrolled Recovery in Sparse Biological Imaging Yair Ben Sahel John P. Bryan B. Cleary Samouil L. Farhi Yonina C. Eldar SyDa 37 16 0 28 Sep 2021
Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution Chun-Mei Feng Yu-bao Yan Kai-An Yu Yong Xu Ling Shao Huazhu Fu SupR MedIm 29 34 0 03 Sep 2021
Temporal Kernel Consistency for Blind Video Super-Resolution Li Xiang Royson Lee Mohamed S. Abdelfattah Nicholas D. Lane Hongkai Wen SupR 23 0 0 18 Aug 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution Jingyun Liang Guolei Sun Kaixuan Zhang Luc Van Gool Radu Timofte SupR 31 76 0 11 Aug 2021
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling Jingyun Liang Andreas Lugmayr Kaixuan Zhang Martin Danelljan Luc Van Gool Radu Timofte 37 101 0 11 Aug 2021
Joint Implicit Image Function for Guided Depth Super-Resolution Jiaxiang Tang Xiaokang Chen Gang Zeng SupR 21 59 0 19 Jul 2021
Blind Image Super-Resolution: A Survey and Beyond Anran Liu Yihao Liu Jinjin Gu Yu Qiao Chao Dong 23 160 0 07 Jul 2021
Blind Image Super-Resolution via Contrastive Representation Learning Jiahui Zhang Shijian Lu Fangneng Zhan Yingchen Yu 33 51 0 01 Jul 2021
NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results Goutam Bhat Martin Danelljan Radu Timofte Kazutoshi Akita Wooyeong Cho ... Rao Muhammad Umer Youliang Yan Lei Yu Magauiya Zhussip X. Zou SupR 22 38 0 07 Jun 2021
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond Wenbo Li Kun Zhou Lu Qi Nianjuan Jiang Jiangbo Lu Jiaya Jia 21 166 0 21 May 2021
COMISR: Compression-Informed Video Super-Resolution Yinxiao Li Pengchong Jin Feng Yang Ce Liu Ming-Hsuan Yang P. Milanfar SupR 28 38 0 04 May 2021
A Two-Stage Attentive Network for Single Image Super-Resolution Jiqing Zhang Chengjiang Long Yuxin Wang Haiyin Piao Haiyang Mei Xin Yang Baocai Yin SupR 52 60 0 21 Apr 2021
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang Shuang Xu Chunxia Zhang Junmin Liu 34 92 0 14 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 30 7 0 06 Apr 2021
ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing Di You Jingfen Xie Jian Zhang 25 96 0 22 Mar 2021
Learning Continuous Image Representation with Local Implicit Image Function Yinbo Chen Sifei Liu Xiaolong Wang SSL SupR CLL 41 662 0 16 Dec 2020
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 28 315 0 15 Dec 2020
Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision Risheng Liu Zhu Liu Pan Mu Xin-Yue Fan Zhongxuan Luo 15 5 0 10 Dec 2020
Understanding Deformable Alignment in Video Super-Resolution Kelvin C. K. Chan Xintao Wang K. Yu Chao Dong Chen Change Loy 31 154 0 15 Sep 2020
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qiang Ning W. Dong Guangming Shi Leida Li Xin Li 21 44 0 14 Sep 2020
Total Deep Variation: A Stable Regularizer for Inverse Problems Erich Kobler Alexander Effland K. Kunisch T. Pock MedIm 17 19 0 15 Jun 2020
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression Yawei Li Shuhang Gu Christoph Mayer Luc Van Gool Radu Timofte 137 189 0 19 Mar 2020
Deep Blind Video Super-resolution Jin-shan Pan Song-Yang Cheng Jiawei Zhang Jinhui Tang SupR 30 46 0 10 Mar 2020
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 137 167 0 20 Sep 2019