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Accurate Image Super-Resolution Using Very Deep Convolutional Networks
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2016
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Jiwon Kim
Jung Kwon Lee
Kyoung Mu Lee
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19
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Enhanced Deep Residual Networks for Single Image Super-Resolution
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2017
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Bee Lim
Sanghyun Son
Heewon Kim
Seungjun Nah
Kyoung Mu Lee
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18
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Image Super-Resolution Using Very Deep Residual Channel Attention Networks
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2018
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Yulun Zhang
Kunpeng Li
Kai Li
Lichen Wang
Bineng Zhong
Yun Fu
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16
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Residual Dense Network for Image Super-Resolution
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2018
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Yulun Zhang
Yapeng Tian
Yu Kong
Bineng Zhong
Yun Fu
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14
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Adam: A Method for Stochastic Optimization
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2014
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Diederik P. Kingma
Jimmy Ba
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13
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Selective Light Field Refocusing for Camera Arrays Using Bokeh Rendering and Superresolution
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2018
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Yingqian Wang
Jungang Yang
Yulan Guo
Chao Xiao
Wei An
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11
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Learning Parallax Attention for Stereo Image Super-Resolution
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2019
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Longguang Wang
Yingqian Wang
Zhengfa Liang
Zaiping Lin
Jungang Yang
Wei An
Yulan Guo
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11
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Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
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2016
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Wenzhe Shi
José Caballero
Ferenc HuszĂĄr
Johannes Totz
Andrew P. Aitken
Rob Bishop
Daniel Rueckert
Zehan Wang
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11
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Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization
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2020
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Jing Jin
Junhui Hou
Jie Chen
Sam Kwong
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10
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Spatial-Angular Interaction for Light Field Image Super-Resolution
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2020
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Yingqian Wang
Longguang Wang
Jungang Yang
Wei An
Jingyi Yu
Yulan Guo
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10
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Deeply-Recursive Convolutional Network for Image Super-Resolution
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2016
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Jiwon Kim
Jung Kwon Lee
Kyoung Mu Lee
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9
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High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction
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2019
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Nan Meng
Hayden KwokâHay So
Xing Sun
Edmund Y. Lam
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9
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Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network
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2018
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Namhyuk Ahn
Byungkon Kang
Kyung-Ah Sohn
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8
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EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images
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2018
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Changha Shin
HaeâGon Jeon
Young-Jin Yoon
In So Kweon
Seon Joo Kim
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8
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Light Field Image Super-Resolution Using Deformable Convolution
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2020
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Yingqian Wang
Jungang Yang
Longguang Wang
Xinyi Ying
Tianhao Wu
Wei An
Yulan Guo
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8
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Deep Back-Projection Networks for Super-Resolution
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2018
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Muhammad Haris
Greg Shakhnarovich
Norimichi Ukita
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8
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DeOccNet: Learning to See Through Foreground Occlusions in Light Fields
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2020
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Yingqian Wang
Tianhao Wu
Jungang Yang
Longguang Wang
Wei An
Yulan Guo
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7
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Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution
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2017
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WeiâSheng Lai
JiaâBin Huang
Narendra Ahuja
MingâHsuan Yang
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7
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Learning for Disparity Estimation Through Feature Constancy
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2018
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Zhengfa Liang
Yiliu Feng
Yulan Guo
Hengzhu Liu
Wei Chen
Linbo Qiao
Li Zhou
Jianfeng Zhang
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7
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High-Order Residual Network for Light Field Super-Resolution
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2020
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Nan Meng
Xiaofei Wu
Jianzhuang Liu
Edmund Y. Lam
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6
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ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
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2019
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Xintao Wang
Ke Yu
Shixiang Wu
Jinjin Gu
Yihao Liu
Chao Dong
Yu Qiao
Chen Change Loy
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6
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Learning a no-reference quality metric for single-image super-resolution
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2017
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Chao Ma
ChihâYuan Yang
Xiaokang Yang
MingâHsuan Yang
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5
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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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5
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EDVR: Video Restoration With Enhanced Deformable Convolutional Networks
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2019
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Xintao Wang
Kelvin C. K. Chan
Ke Yu
Chao Dong
Chen Change Loy
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5
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Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
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2017
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Christian Ledig
Lucas Theis
Ferenc HuszĂĄr
José Caballero
Andrew Cunningham
Alejandro Acosta
Andrew P. Aitken
Alykhan Tejani
Johannes Totz
Zehan Wang
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5
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Deep Video Super-Resolution Using HR Optical Flow Estimation
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2020
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Longguang Wang
Yulan Guo
Li Liu
Zaiping Lin
Xinpu Deng
Wei An
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5
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Non-local Neural Networks
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2018
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Xiaolong Wang
Ross Girshick
Abhinav Gupta
Kaiming He
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5
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Learning for Video Super-Resolution Through HR Optical Flow Estimation
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2019
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Longguang Wang
Yulan Guo
Zaiping Lin
Xinpu Deng
Wei An
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5
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Geometry-Consistent Light Field Super-Resolution via Graph-Based Regularization
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2018
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Mattia Rossi
Pascal Frossard
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5
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Unsupervised Degradation Representation Learning for Blind Super-Resolution
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2021
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Longguang Wang
Yingqian Wang
Xiaoyu Dong
Qingyu Xu
Jungang Yang
Wei An
Yulan Guo
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4
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Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation
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2017
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José Caballero
Christian Ledig
Andrew P. Aitken
Alejandro Acosta
Johannes Totz
Zehan Wang
Wenzhe Shi
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4
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Pre-Trained Image Processing Transformer
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2021
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Hanting Chen
Yunhe Wang
Tianyu Guo
Chang Xu
Yiping Deng
Zhenhua Liu
Siwei Ma
Chunjing Xu
Chao Xu
Wen Gao
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4
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Flickr1024: A Large-Scale Dataset for Stereo Image Super-Resolution
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2019
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Yingqian Wang
Longguang Wang
Jungang Yang
Wei An
Yulan Guo
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4
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Learning Light Field Angular Super-Resolution via a Geometry-Aware Network
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2020
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Jing Jin
Junhui Hou
Hui Yuan
Sam Kwong
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4
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Image Inpainting for Irregular Holes Using Partial Convolutions
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2018
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Guilin Liu
Fitsum A. Reda
Kevin J. Shih
Ting-Chun Wang
Andrew Tao
Bryan Catanzaro
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4
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Unsupervised Monocular Depth Estimation with Left-Right Consistency
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2017
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Clément Godard
Oisin Mac Aodha
Gabriel Brostow
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4
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Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network
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2021
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Gaochang Wu
Yebin Liu
Lu Fang
Tianyou Chai
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4
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Detail-Preserving Transformer for Light Field Image Super-resolution
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2022
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Shunzhou Wang
Tianfei Zhou
Yao Lu
Huijun Di
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4
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Detail-Revealing Deep Video Super-Resolution
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2017
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Xin Tao
Hongyun Gao
Renjie Liao
Jue Wang
Jiaya Jia
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4
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Deep Learning for Single Image Super-Resolution: A Brief Review
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2019
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Wenming Yang
Xuechen Zhang
Yapeng Tian
Wei Wang
JingâHao Xue
Qingmin Liao
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4
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Group-Wise Correlation Stereo Network
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2019
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Xiaoyang Guo
Kai Yang
Wukui Yang
Xiaogang Wang
Hongsheng Li
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4
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Attention is All you Need
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2017
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Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Ćukasz Kaiser
Illia Polosukhin
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4
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Pyramid Stereo Matching Network
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2018
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Jia-Ren Chang
YongâSheng Chen
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4
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Dual Attention Network for Scene Segmentation
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2019
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Jun Fu
Jing Liu
Haijie Tian
Yong Li
Yongjun Bao
Zhiwei Fang
Hanqing Lu
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4
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Deep Unfolding Network for Image Super-Resolution
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2020
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Kai Zhang
Luc Van Gool
Radu Timofte
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4
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Parallax Attention for Unsupervised Stereo Correspondence Learning
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2020
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Longguang Wang
Yulan Guo
Yingqian Wang
Zhengfa Liang
Zaiping Lin
Jungang Yang
Wei An
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4
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End-to-End Learning of Geometry and Context for Deep Stereo Regression
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2017
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Alex Kendall
Hayk Martirosyan
Saumitro Dasgupta
Peter Henry
Ryan Kennedy
Abraham Bachrach
Adam Bry
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4
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Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications
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2018
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Gaochang Wu
Yebin Liu
Lu Fang
Qionghai Dai
Tianyou Chai
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4
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Disentangled Non-local Neural Networks
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2020
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Minghao Yin
Zhuliang Yao
Yue Cao
Xiu Li
Zheng Zhang
Stephen Lin
Han Hu
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4
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Deep Learning for Image Super-Resolution: A Survey
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2020
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Zhihao Wang
Jian Chen
Steven C. H. Hoi
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3
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