Towards Lightweight Super-Resolution with Dual Regression Learning

16 July 2022

Yong Guo

Mingkui Tan

Zeshuai Deng

Jingdong Wang

Qi Chen

Yanwu Xu

Papers citing "Towards Lightweight Super-Resolution with Dual Regression Learning"

45 / 95 papers shown

Title
Efficient Super Resolution Using Binarized Neural Network Yinglan Ma Hongyu Xiong Zhe Hu Lizhuang Ma MQ SupR 28 73 0 16 Dec 2018
Unsupervised Degradation Learning for Single Image Super-Resolution Tianyu Zhao Wenqi Ren Changqing Zhang Dongwei Ren Q. Hu SupR 87 42 0 11 Dec 2018
Discrimination-aware Channel Pruning for Deep Neural Networks Zhuangwei Zhuang Mingkui Tan Bohan Zhuang Jing Liu Yong Guo Qingyao Wu Junzhou Huang Jin-Hui Zhu 91 597 0 28 Oct 2018
Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks Yuan. Yuan Siyuan Liu Jiawei Zhang Yongbing Zhang Chao Dong Liang Lin SupR 49 438 0 03 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 99 3,706 0 01 Sep 2018
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks Yang He Guoliang Kang Xuanyi Dong Yanwei Fu Yi Yang AAML VLM 50 960 0 21 Aug 2018
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 101 4,295 0 08 Jul 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 176 4,326 0 24 Jun 2018
Adversarial Learning with Local Coordinate Coding Jingyun Liang Yong Guo Qingyao Wu Chunhua Shen Junzhou Huang Mingkui Tan GAN 31 37 0 13 Jun 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 68 974 0 09 Apr 2018
Fast and Accurate Single Image Super-Resolution via Information Distillation Network Zheng Hui Xiumei Wang Xinbo Gao SupR 46 721 0 26 Mar 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 62 1,111 0 23 Mar 2018
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle Michael Carbin 177 3,433 0 09 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 74 1,321 0 07 Mar 2018
Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle Rana Ali Amjad Bernhard C. Geiger 52 196 0 27 Feb 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 130 3,299 0 24 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li Li Song Han 69 1,348 0 10 Feb 2018
Denoising Prior Driven Deep Neural Network for Image Restoration W. Dong Peiyao Wang W. Yin Guangming Shi Fangfang Wu Xiaotong Lu SupR 54 421 0 21 Jan 2018
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Peng Sun W. Zuo Lei Zhang SupR 85 907 0 17 Dec 2017
"Zero-Shot" Super-Resolution using Deep Internal Learning Assaf Shocher Nadav Cohen Michal Irani SupR 77 853 0 17 Dec 2017
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 110 3,128 0 29 Nov 2017
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 70 764 0 04 Oct 2017
MemNet: A Persistent Memory Network for Image Restoration Ying Tai Jian Yang Xiaoming Liu Chunyan Xu SupR 92 1,537 0 07 Aug 2017
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression Jian-Hao Luo Jianxin Wu Weiyao Lin 40 1,758 0 20 Jul 2017
Channel Pruning for Accelerating Very Deep Neural Networks Yihui He Xiangyu Zhang Jian Sun 189 2,519 0 19 Jul 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 155 5,871 0 10 Jul 2017
Dual Supervised Learning Yingce Xia Tao Qin Wei-neng Chen Jiang Bian Nenghai Yu Tie-Yan Liu SSL 98 143 0 03 Jul 2017
Deep Mutual Learning Ying Zhang Tao Xiang Timothy M. Hospedales Huchuan Lu FedML 133 1,647 0 01 Jun 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 110 2,435 0 12 Apr 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 103 1,940 0 08 Apr 2017
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 68 848 0 01 Nov 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 311 5,205 0 16 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 231 10,646 0 15 Sep 2016
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 175 3,687 0 31 Aug 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 122 2,969 0 01 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.5K 192,638 0 10 Dec 2015
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 99 6,164 0 14 Nov 2015
Sketch-based Manga Retrieval using Manga109 Dataset Yusuke Matsui Kota Ito Yuji Aramaki T. Yamasaki Kiyoharu Aizawa 38 1,159 0 15 Oct 2015
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 207 8,793 0 01 Oct 2015
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 258 6,628 0 08 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.3K 76,547 0 18 May 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 114 8,048 0 31 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 991 149,474 0 22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.2K 39,383 0 01 Sep 2014
Greedy Sparsity-Constrained Optimization S. Bahmani Bhiksha Raj P. Boufounos 76 197 0 25 Mar 2012