Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation

15 December 2022

Royson Lee

Rui Li

Stylianos I. Venieris

Timothy M. Hospedales

Papers citing "Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation"

31 / 31 papers shown

Title
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution Christos Sakaridis Guolei Sun Peng Sun Luc Van Gool Radu Timofte SupR 82 76 0 11 Aug 2021
Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel Zongsheng Yue Qian Zhao Jianwen Xie Lei Zhang Deyu Meng Kwan-Yee K. Wong 60 55 0 02 Jul 2021
Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane AI4TS 74 45 0 07 Jun 2021
Unsupervised Degradation Representation Learning for Blind Super-Resolution Longguang Wang Yingqian Wang Xiaoyu Dong Qingyu Xu Jungang Yang W. An Yulan Guo 36 316 0 01 Apr 2021
Flow-based Kernel Prior with Application to Blind Super-Resolution Christos Sakaridis Peng Sun Shuhang Gu Luc Van Gool Radu Timofte SupR 47 129 0 29 Mar 2021
learn2learn: A Library for Meta-Learning Research Sébastien M. R. Arnold Praateek Mahajan Debajyoti Datta Ian Bunner Konstantinos Saitas Zarkias 80 95 0 27 Aug 2020
Journey Towards Tiny Perceptual Super-Resolution Royson Lee Łukasz Dudziak Mohamed S. Abdelfattah Stylianos I. Venieris Hyeji Kim Hongkai Wen Nicholas D. Lane SupR 72 54 0 08 Jul 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 335 1,966 0 11 Apr 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 145 544 0 23 Mar 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution Jae Woong Soh Sunwoo Cho N. Cho SupR 64 283 0 27 Feb 2020
Fast Adaptation to Super-Resolution Networks via Meta-Learning Seobin Park Jinsu Yoo Donghyeon Cho Jiwon Kim Tae Hyun Kim SupR 58 83 0 09 Jan 2020
DAWSON: A Domain Adaptive Few Shot Generation Framework Weixin Liang Zixuan Liu Can Liu 48 45 0 02 Jan 2020
Efficient Residual Dense Block Search for Image Super-Resolution Dehua Song Chang Xu Xu Jia Yiyi Chen Chunjing Xu Yunhe Wang SupR 54 131 0 25 Sep 2019
Blind Super-Resolution Kernel Estimation using an Internal-GAN Sefi Bell-Kligler Assaf Shocher Michal Irani SupR 61 454 0 14 Sep 2019
MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors Royson Lee Stylianos I. Venieris Łukasz Dudziak S. Bhattacharya Nicholas D. Lane SupR 46 95 0 21 Aug 2019
Neural Blind Deconvolution Using Deep Priors Dongwei Ren Peng Sun Qilong Wang Q. Hu W. Zuo 50 271 0 06 Aug 2019
Blind Super-Resolution With Iterative Kernel Correction Jinjin Gu Hannan Lu W. Zuo Chao Dong SupR 60 472 0 06 Apr 2019
FIGR: Few-shot Image Generation with Reptile Louis Clouâtre Marc Demers GAN VLM 41 98 0 08 Jan 2019
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Yossi Gandelsman Assaf Shocher Michal Irani 57 310 0 02 Dec 2018
How to train your MAML Antreas Antoniou Harrison Edwards Amos Storkey 65 773 0 22 Oct 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 62 1,116 0 23 Mar 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 153 4,432 0 16 Feb 2018
"Zero-Shot" Super-Resolution using Deep Internal Learning Assaf Shocher Nadav Cohen Michal Irani SupR 82 853 0 17 Dec 2017
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 112 3,147 0 29 Nov 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 798 11,860 0 09 Mar 2017
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 301 4,568 0 13 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 314 5,218 0 16 Sep 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 125 2,978 0 01 Aug 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 403 43,224 0 11 Feb 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 122 8,061 0 31 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,820 0 22 Dec 2014