SRFlow: Learning the Super-Resolution Space with Normalizing Flow

25 June 2020

Andreas Lugmayr

Martin Danelljan

Luc Van Gool

Radu Timofte

SupR

DRL

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Papers citing "SRFlow: Learning the Super-Resolution Space with Normalizing Flow"

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Title
ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement Samuel W. Remedios Shuwen Wei Shuo Han Jinwei Zhang A. Carass Kurt G. Schilling Dzung L. Pham Jerry L. Prince Blake E. Dewey 68 0 0 14 Mar 2025
Auto-Encoded Supervision for Perceptual Image Super-Resolution MinKyu Lee Sangeek Hyun Woojin Jun Jae-Pil Heo SupR 114 0 0 28 Nov 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 48 17 0 11 Jun 2024
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 128 170 0 05 May 2020
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution Marcel C. Bühler Andrés Romero Radu Timofte SupR 55 33 0 09 Apr 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 220 545 0 08 Mar 2020
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 106 80 0 15 Dec 2019
Explorable Super Resolution Yuval Bahat T. Michaeli SupR 33 70 0 04 Dec 2019
Learning Likelihoods with Conditional Normalizing Flows Christina Winkler Daniel E. Worrall Emiel Hoogeboom Max Welling TPM 10 222 0 29 Nov 2019
AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Manuel Fritsche Shuhang Gu ... Xiaopeng Sun Wen Lu Jie Li Xinbo Gao Sefi Bell-Kligler SupR 43 94 0 18 Nov 2019
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 161 168 0 20 Sep 2019
Blind Super-Resolution Kernel Estimation using an Internal-GAN Sefi Bell-Kligler Assaf Shocher Michal Irani SupR 30 453 0 14 Sep 2019
Progressive Face Super-Resolution via Attention to Facial Landmark Deok-Hun Kim Minseon Kim Gihyun Kwon Daeshik Kim SupR CVBM 27 136 0 22 Aug 2019
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution Wenlong Zhang Yihao Liu Chao Dong Yu Qiao GAN 40 351 0 18 Aug 2019
Guided Image Generation with Conditional Invertible Neural Networks Lynton Ardizzone Carsten T. Lüth Jakob Kruse Carsten Rother Ullrich Kothe DRL 28 295 0 04 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 55 664 0 28 Jun 2019
Neural Spline Flows Conor Durkan Artur Bekasov Iain Murray George Papamakarios DRL 93 761 0 10 Jun 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 83 839 0 02 May 2019
Conditional Adversarial Generative Flow for Controllable Image Synthesis R. Liu Yu Liu Xinyu Gong Xiaogang Wang Hongsheng Li 36 45 0 03 Apr 2019
Invertible Residual Networks Jens Behrmann Will Grathwohl Ricky T. Q. Chen David Duvenaud J. Jacobsen UQCV TPM 67 621 0 02 Nov 2018
PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report Andrey D. Ignatov Radu Timofte Thang Vu Tung M. Luu T. Pham ... T. Nimisha Praveen Kandula A. N. Rajagopalan Jie Liu Cheolkon Jung SupR 32 134 0 03 Oct 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 83 3,706 0 01 Sep 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 184 3,110 0 09 Jul 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 62 1,321 0 07 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 210 11,610 0 11 Jan 2018
"Zero-Shot" Super-Resolution using Deep Internal Learning Assaf Shocher Nadav Cohen Michal Irani SupR 60 853 0 17 Dec 2017
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 101 807 0 16 Nov 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 121 5,871 0 10 Jul 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 92 2,435 0 12 Apr 2017
Parallel Multiscale Autoregressive Density Estimation Scott E. Reed Aaron van den Oord Nal Kalchbrenner Sergio Gomez Colmenarejo Ziyun Wang Dan Belov Nando de Freitas BDL 55 204 0 10 Mar 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 76 252 0 02 Feb 2017
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 38 969 0 23 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 267 19,560 0 21 Nov 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 215 10,646 0 15 Sep 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 157 3,670 0 26 May 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 29 5,277 0 25 Apr 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 370 2,563 0 25 Jan 2016
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 92 1,881 0 17 Nov 2015
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 83 6,164 0 14 Nov 2015
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 226 4,143 0 21 May 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 92 8,048 0 31 Dec 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 179 8,351 0 28 Nov 2014
NICE: Non-linear Independent Components Estimation Laurent Dinh David M. Krueger Yoshua Bengio DRL BDL 69 2,246 0 30 Oct 2014
Generative Adversarial Networks Ian Goodfellow Jean Pouget-Abadie M. Berk Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville Yoshua Bengio GAN 114 2,191 0 10 Jun 2014