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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
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2018
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Richard Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
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4
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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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3
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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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3
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NTIRE 2021 Multi-modal Aerial View Object Classification Challenge
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2021
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Jerrick Liu
Nathan Inkawhich
Oliver Nina
Radu Timofte
Yuru Duan
Gongzhe Li
Xueli Geng
Huanqia Cai
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3
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NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results
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2021
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Goutam Bhat
Martin Danelljan
Radu Timofte
Kazutoshi Akita
Wooyeong Cho
Haoqiang Fan
Lanpeng Jia
DaeâShik Kim
Bruno Lecouat
Youwei Li
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3
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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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3
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NTIRE 2021 Challenge on Video Super-Resolution
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2021
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Sanghyun Son
Suyoung Lee
Seungjun Nah
Radu Timofte
Kyoung Mu Lee
Kelvin C. K. Chan
Shangchen Zhou
Xiangyu Xu
Chen Change Loy
Boyuan Jiang
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3
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NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results
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2021
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Eduardo PĂ©rez-Pellitero
Sibi Catley-Chandar
AleĆĄ Leonardis
Radu Timofte
Xian Wang
Yong Li
Tao Wang
Fenglong Song
Zhen Liu
Wenjie Lin
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3
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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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3
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NTIRE 2021 Challenge on Image Deblurring
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2021
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Seungjun Nah
Sanghyun Son
Suyoung Lee
Radu Timofte
Kyoung Mu Lee
Liangyu Chen
Jie Zhang
Xin LĂŒ
Xiaojie Chu
Chengpeng Chen
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3
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High-Performance Large-Scale Image Recognition Without Normalization
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2021
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Andrew Brock
Soham De
Samuel Smith
Karen Simonyan
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2
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Scene Text Image Super-Resolution in the Wild
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2020
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Wenjia Wang
Enze Xie
Xuebo Liu
Wenhai Wang
Ding Liang
Chunhua Shen
Xiang Bai
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2
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Seven Ways to Improve Example-Based Single Image Super Resolution
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2016
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Radu Timofte
Rasmus Rothe
Luc Van Gool
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2
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MultiâGrid BackâProjection Networks
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2021
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Pablo Navarrete Michelini
Wenbin Chen
Hanwen Liu
Dan Zhu
Xingqun Jiang
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2
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Quality-Gated Convolutional Lstm for Enhancing Compressed Video
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2019
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Ren Yang
Xiaoyan Sun
Mai Xu
Wenjun Zeng
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2
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Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video
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2020
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Jianyi Wang
Xin Deng
Mai Xu
Congyong Chen
Yuhang Song
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2
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MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution
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2021
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Armin Mehri
Parichehr B. Ardakani
Ăngel D. Sappa
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2
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Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment
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2017
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Sebastian Bosse
Dominique Maniry
KlausâRobert MĂŒller
Thomas Wiegand
Wojciech Samek
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2
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Multi-frame Quality Enhancement for Compressed Video
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2018
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Ren Yang
Mai Xu
Zulin Wang
Tianyi Li
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2
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Compression Artifacts Reduction by a Deep Convolutional Network
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2015
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Chao Dong
Yubin Deng
Chen Change Loy
Xiaoou Tang
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2
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Wide Activation for Efficient and Accurate Image Super-Resolution
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2018
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Jiahui Yu
Yuchen Fan
Shuicheng Yan
Ning Xu
Zhaowen Wang
Xinchao Wang
Thomas S. Huang
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2
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From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur
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2017
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Dong Gong
Jie Yang
Lingqiao Liu
Yanning Zhang
Ian Reid
Chunhua Shen
Anton van den Hengel
Qinfeng Shi
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2
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Deformable ConvNets V2: More Deformable, Better Results
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2019
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Xizhou Zhu
Han Hu
Stephen Lin
Jifeng Dai
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2
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FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image Denoising
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2018
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Kai Zhang
Wangmeng Zuo
Lei Zhang
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2
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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2
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MFQE 2.0: A New Approach for Multi-Frame Quality Enhancement on Compressed Video
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2019
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Zhenyu Guan
Qunliang Xing
Mai Xu
Ren Yang
Tie Liu
Zulin Wang
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2
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Recurrent Back-Projection Network for Video Super-Resolution
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2019
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Muhammad Haris
Gregory Shakhnarovich
Norimichi Ukita
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2
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Deformable Convolutional Networks
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2017
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Jifeng Dai
Haozhi Qi
Yuwen Xiong
Yi Li
Guodong Zhang
Han Hu
Yichen Wei
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2
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Massive Online Crowdsourced Study of Subjective and Objective Picture Quality
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2015
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Deepti Ghadiyaram
Alan C. Bovik
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2
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Enhancing Quality for HEVC Compressed Videos
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2018
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Ren Yang
Mai Xu
Tie Liu
Zulin Wang
Zhenyu Guan
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2
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On the use of deep learning for blind image quality assessment
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2017
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Simone Bianco
Luigi Celona
Paolo Napoletano
Raimondo Schettini
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2
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FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation
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2020
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Matias Tassano
Julie Delon
Thomas Veit
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2
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Squeeze-and-Excitation Networks
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2019
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Jie Hu
Li Shen
Samuel Albanie
Gang Sun
Enhua Wu
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2
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Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
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2017
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Kai Zhang
Wangmeng Zuo
Yunjin Chen
Deyu Meng
Lei Zhang
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2
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Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images
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2020
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Qunliang Xing
Mai Xu
Tianyi Li
Zhenyu Guan
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2
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Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
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2020
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Edgar Riba
Dmytro Mishkin
Daniel Ponsa
Ethan Rublee
Gary Bradski
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2
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NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results
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2020
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Dario Fuoli
Zhiwu Huang
Martin Danelljan
Radu Timofte
Hua Wang
Longcun Jin
Dewei Su
Jing Liu
Jaehoon Lee
MichaĆ Kudelski
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2
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Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement
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2020
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Ren Yang
Fabian Mentzer
Luc Van Gool
Radu Timofte
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2
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RankIQA: Learning from Rankings for No-Reference Image Quality Assessment
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2017
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Xialei Liu
Joost van de Weijer
Andrew D. Bagdanov
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2
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GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
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2017
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Martin Heusel
Hubert Ramsauer
Thomas Unterthiner
Bernhard Nessler
Sepp Hochreiter
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2
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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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2
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dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs
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2017
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Kede Ma
Wentao Liu
Tongliang Liu
Zhou Wang
Dacheng Tao
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2
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The relativistic discriminator: a key element missing from standard GAN
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2018
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Alexia JolicoeurâMartineau
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2
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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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2
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NTIRE 2020 Challenge on Image and Video Deblurring
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2020
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Seungjun Nah
Sanghyun Son
Radu Timofte
Kyoung Mu Lee
Yu Tseng
Yu-Syuan Xu
ChengâMing Chiang
Yi-Min Tsai
Stephan Brehm
Sebastian Scherer
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2
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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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2
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You Only Look Once: Unified, Real-Time Object Detection
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2016
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Joseph Redmon
Santosh Divvala
Ross Girshick
Ali Farhadi
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2
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Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index
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2014
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Wufeng Xue
Lei Zhang
Xuanqin Mou
Alan C. Bovik
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2
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Blind Image Quality Assessment Using a Deep Bilinear Convolutional Neural Network
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2018
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Weixia Zhang
Kede Ma
Jia Yan
Dexiang Deng
Zhou Wang
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2
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Non-Local ConvLSTM for Video Compression Artifact Reduction
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2019
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Yi Xu
Longwen Gao
Kai Tian
Shuigeng Zhou
Huyang Sun
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2
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