"Zero-Shot" Super-Resolution using Deep Internal Learning

17 December 2017

Papers citing ""Zero-Shot" Super-Resolution using Deep Internal Learning"

50 / 231 papers shown

Title
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 113 362 0 25 Jun 2020
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample Shir Gur Sagie Benaim Lior Wolf VGen GAN DRL 89 70 0 22 Jun 2020
Mapping Low-Resolution Images To Multiple High-Resolution Images Using Non-Adversarial Mapping Vasileios Lioutas SupR 20 2 0 21 Jun 2020
From Discrete to Continuous Convolution Layers Assaf Shocher Ben Feinstein Niv Haim Michal Irani 62 17 0 19 Jun 2020
Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Yiqun Mei Yuchen Fan Yuqian Zhou Lichao Huang Thomas S. Huang Humphrey Shi SupR 87 289 0 02 Jun 2020
Point2Mesh: A Self-Prior for Deformable Meshes Rana Hanocka G. Metzer Raja Giryes Daniel Cohen-Or 3DPC 65 106 0 22 May 2020
Semantic Photo Manipulation with a Generative Image Prior David Bau Hendrik Strobelt William S. Peebles Jonas Wulff Bolei Zhou Jun-Yan Zhu Antonio Torralba GAN 94 353 0 15 May 2020
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 150 172 0 05 May 2020
AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results Seungjun Nah Sanghyun Son Radu Timofte Kyoung Mu Lee SupR 51 16 0 04 May 2020
Interactive Video Stylization Using Few-Shot Patch-Based Training Ondrej Texler David Futschik Michal Kučera Ondrej Jamriska Sárka Sochorová Menglei Chai Sergey Tulyakov Daniel Sýkora VGen 72 81 0 29 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 115 55 0 29 Apr 2020
Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder Zhi-Song Liu W. Siu Li-Wen Wang Chu-Tak Li Marie-Paule Cani Yui-Lam Chan DRL SupR 36 32 0 27 Apr 2020
Single Pair Cross-Modality Super Resolution Guy Shacht Sharon Fogel Dov Danon Daniel Cohen-Or Ilya Leizerson SupR 36 0 0 21 Apr 2020
Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations Yu-Syuan Xu Shou-Yao Roy Tseng Yu-Wen Tseng Hsien-Kai Kuo Yi-Min Tsai SupR 75 124 0 15 Apr 2020
Self-Supervised training for blind multi-frame video denoising Valéry Dewil J. Anger Axel Davy T. Ehret Pablo Arias Gabriele Facciolo 63 37 0 15 Apr 2020
Training End-to-end Single Image Generators without GANs Yael Vinker Nir Zabari Yedid Hoshen 34 1 0 07 Apr 2020
RANSAC-Flow: generic two-stage image alignment Xi Shen Franccois Darmon Alexei A. Efros Mathieu Aubry 71 88 0 03 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 88 126 0 02 Apr 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning Myungsub Choi Janghoon Choi Sungyong Baik Tae Hyun Kim Kyoung Mu Lee 93 46 0 02 Apr 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 131 365 0 30 Mar 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 95 20 0 29 Mar 2020
Improved Techniques for Training Single-Image GANs Tobias Hinz Matthew Fisher Oliver Wang S. Wermter GAN VLM 70 146 0 25 Mar 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 175 547 0 23 Mar 2020
Across Scales & Across Dimensions: Temporal Super-Resolution using Deep Internal Learning Liad Pollak Zuckerman Eyal Naor George Pisha Shai Bagon Michal Irani SupR 68 17 0 19 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 109 45 0 16 Mar 2020
BP-DIP: A Backprojection based Deep Image Prior Jenny Zukerman Tom Tirer Raja Giryes SupR 83 19 0 11 Mar 2020
Deep Blind Video Super-resolution Jin-shan Pan Song-Yang Cheng Jiawei Zhang Jinhui Tang SupR 88 49 0 10 Mar 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution Jae Woong Soh Sunwoo Cho N. Cho SupR 88 285 0 27 Feb 2020
Unpaired Image Super-Resolution using Pseudo-Supervision S. Maeda SupR 72 157 0 26 Feb 2020
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery Michel Deudon Alfredo Kalaitzis Israel Goytom Md Rifat Arefin Zhichao Lin Kris Sankaran Vincent Michalski Samira Ebrahimi Kahou Julien Cornebise Yoshua Bengio SupR 86 109 0 15 Feb 2020
Learned Multi-View Texture Super-Resolution Audrey Richard Ian Cherabier Martin R. Oswald Vagia Tsiminaki Marc Pollefeys Konrad Schindler SupR 61 17 0 14 Jan 2020
Fast Adaptation to Super-Resolution Networks via Meta-Learning Seobin Park Jinsu Yoo Donghyeon Cho Jiwon Kim Tae Hyun Kim SupR 62 86 0 09 Jan 2020
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 80 28 0 08 Jan 2020
Improved Surrogates in Inertial Confinement Fusion with Manifold and Cycle Consistencies Rushil Anirudh Jayaraman J. Thiagarajan P. Bremer B. Spears AI4CE 53 41 0 17 Dec 2019
MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking Rushil Anirudh Jayaraman J. Thiagarajan B. Kailkhura T. Bremer AAML 69 44 0 16 Dec 2019
DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting Indra Deep Mastan Shanmuganathan Raman SupR 65 17 0 09 Dec 2019
Explorable Super Resolution Yuval Bahat T. Michaeli SupR 80 70 0 04 Dec 2019
Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers Shady Abu Hussein Tom Tirer Raja Giryes SupR 80 69 0 30 Nov 2019
Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution Yitong Yan Chuangchuang Liu Changyou Chen Xianfang Sun Longcun Jin Xiang Zhou GAN 149 51 0 25 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 91 94 0 18 Nov 2019
Frequency Separation for Real-World Super-Resolution Manuel Fritsche Shuhang Gu Radu Timofte 111 229 0 18 Nov 2019
Unsupervised Image Super-Resolution with an Indirect Supervised Path Zhen-Wen Han Enyan Dai Xu Jia Xiaoying Ren Shuaijun Chen Chunjing Xu Jianzhuang Liu Qi Tian 91 47 0 07 Oct 2019
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 99 96 0 29 Sep 2019
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 205 170 0 20 Sep 2019
An Internal Learning Approach to Video Inpainting Haotian Zhang Long Mai N. Xu Zhaowen Wang John Collomosse Hailin Jin 102 70 0 17 Sep 2019
Blind Super-Resolution Kernel Estimation using an Internal-GAN Sefi Bell-Kligler Assaf Shocher Michal Irani SupR 100 460 0 14 Sep 2019
White-Box Adversarial Defense via Self-Supervised Data Estimation Zudi Lin Hanspeter Pfister Ziming Zhang AAML 23 2 0 13 Sep 2019
Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors V. Cherukuri Tiantong Guo S. Schiff V. Monga MedIm SupR 55 48 0 10 Sep 2019
Program-Guided Image Manipulators Jiayuan Mao Xiuming Zhang Yikai Li William T. Freeman J. Tenenbaum Jiajun Wu LM&Ro 58 23 0 04 Sep 2019
Neural Blind Deconvolution Using Deep Priors Dongwei Ren Peng Sun Qilong Wang Q. Hu W. Zuo 72 273 0 06 Aug 2019