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

17 December 2017

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

50 / 148 papers shown

Title
ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions Difan Liu Sandesh Shetty Tobias Hinz Matthew Fisher Richard Y. Zhang Taesung Park E. Kalogerakis ViT 32 30 0 24 May 2022
A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds Wenlong Zhang Guangyuan Shi Yihao Liu Chao Dong Xiao-Ming Wu 30 22 0 10 May 2022
Adaptive Patch Exiting for Scalable Single Image Super-Resolution Shizun Wang Ming Lu Kaixin Chen Xiaoqi Li Jiaming Liu Yandong Guo SupR 38 23 0 22 Mar 2022
Fully Convolutional Fractional Scaling Michael Soloveitchik M. Werman 25 0 0 20 Mar 2022
PetsGAN: Rethinking Priors for Single Image Generation Zicheng Zhang Yinglu Liu Congying Han Hailin Shi Tiande Guo Bo Zhou GAN 16 21 0 03 Mar 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU Junseok Oh Donghwee Yoon Injung Kim 34 1 0 28 Feb 2022
Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors Chaofeng Chen Xinyu Shi Yipeng Qin Xiaoming Li Xiaoguang Han Taojiannan Yang Shihui Guo 30 113 0 26 Feb 2022
Deep Constrained Least Squares for Blind Image Super-Resolution Ziwei Luo Haibin Huang Lei Yu Youwei Li Haoqiang Fan Shuaicheng Liu SupR 35 88 0 15 Feb 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 42 27 0 28 Jan 2022
Deep Video Prior for Video Consistency and Propagation Chenyang Lei Yazhou Xing Hao Ouyang Qifeng Chen 24 31 0 27 Jan 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 84 5 0 26 Jan 2022
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution Fabian Altekrüger J. Hertrich 32 15 0 20 Jan 2022
SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps Carlos Rodriguez-Pardo Elena Garces GAN 23 25 0 13 Jan 2022
Mitigating Channel-wise Noise for Single Image Super Resolution Srimanta Mandal Kuldeep Purohit A. N. Rajagopalan SupR 31 0 0 14 Dec 2021
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 19 7 0 14 Dec 2021
SamplingAug: On the Importance of Patch Sampling Augmentation for Single Image Super-Resolution Shizun Wang Ming Lu Kaixin Chen Jiaming Liu Xiaoqi Li Chuang Zhang Ming Wu 13 6 0 30 Nov 2021
Image-specific Convolutional Kernel Modulation for Single Image Super-resolution Yuanfei Huang Jie Li Yanting Hu Xinbo Gao Huan Huang SupR 26 0 0 16 Nov 2021
Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles Bram Wallace Devansh Arpit Huan Wang Caiming Xiong SSL OOD 32 0 0 19 Oct 2021
Meta Internal Learning Raphael Bensadoun Shir Gur Tomer Galanti Lior Wolf GAN 31 8 0 06 Oct 2021
Neural Knitworks: Patched Neural Implicit Representation Networks Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 38 11 0 29 Sep 2021
Wasserstein Patch Prior for Image Superresolution J. Hertrich Antoine Houdard C. Redenbach SupR MDE 34 22 0 27 Sep 2021
Simple and Efficient Unpaired Real-world Super-Resolution using Image Statistics Kwangjin Yoon GAN 20 3 0 19 Sep 2021
Diverse Generation from a Single Video Made Possible Niv Haim Ben Feinstein Niv Granot Assaf Shocher Shai Bagon Tali Dekel Michal Irani DiffM VGen 39 18 0 17 Sep 2021
Image Shape Manipulation from a Single Augmented Training Sample Yael Vinker Eliahu Horwitz Nir Zabari Yedid Hoshen GAN 33 20 0 13 Sep 2021
Toward Real-World Super-Resolution via Adaptive Downsampling Models Sanghyun Son Jaeha Kim Wei-Sheng Lai Ming-Husan Yang Kyoung Mu Lee 18 36 0 08 Sep 2021
Temporal Kernel Consistency for Blind Video Super-Resolution Li Xiang Royson Lee Mohamed S. Abdelfattah Nicholas D. Lane Hongkai Wen SupR 29 0 0 18 Aug 2021
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 31 76 0 11 Aug 2021
Internal Video Inpainting by Implicit Long-range Propagation Hao Ouyang Tengfei Wang Qifeng Chen 35 36 0 04 Aug 2021
Blind Image Super-Resolution: A Survey and Beyond Anran Liu Yihao Liu Jinjin Gu Yu Qiao Chao Dong 36 161 0 07 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 27 40 0 06 Jul 2021
Blind Image Super-Resolution via Contrastive Representation Learning Jiahui Zhang Shijian Lu Fangneng Zhan Yingchen Yu 33 51 0 01 Jul 2021
STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning Junshen Xu Esra Abaci Turk P. E. Grant Polina Golland E. Adalsteinsson 28 9 0 23 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image Reconstruction Jihyeong Yoo Qifeng Chen 24 23 0 14 Jun 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 57 45 0 07 Jun 2021
Posterior Sampling for Image Restoration using Explicit Patch Priors Roy Friedman Yair Weiss 45 5 0 20 Apr 2021
$Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network$ Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network Ruicheng Feng Chongyi Li Huaijin Chen Shuai Li Chen Change Loy Liang Feng 32 47 0 19 Apr 2021
Image Inpainting with External-internal Learning and Monochromic Bottleneck Tengfei Wang Hao Ouyang Qifeng Chen 52 55 0 19 Apr 2021
A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation Jiteng Mu Weichao Qiu Adam Kortylewski Alan Yuille Nuno Vasconcelos Xiaolong Wang 27 106 0 15 Apr 2021
Conditional Hyper-Network for Blind Super-Resolution with Multiple Degradations Guanghao Yin Wei Wang Zehuan Yuan Wei Ji Dongdong Yu Shouqian Sun Tat-Seng Chua Changhu Wang 23 14 0 08 Apr 2021
Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models Niv Granot Ben Feinstein Assaf Shocher Shai Bagon Michal Irani DiffM VLM 32 58 0 29 Mar 2021
SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms Nitthilan Kanappan Jayakodi J. Doppa P. Pande GAN 36 4 0 23 Mar 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 40 113 0 18 Feb 2021
Restore from Restored: Single-image Inpainting E. H. Lee Jeongseop Kim Ji Su Kim Tae Hyun Kim 36 3 0 16 Feb 2021
Zero-Shot Self-Supervised Learning for MRI Reconstruction Burhaneddin Yaman S. A. Hosseini Mehmet Akçakaya 23 67 0 15 Feb 2021
Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery Moran Xu Dianlin Hu Weifei Wu Weiwen Wu GAN MedIm 36 0 0 08 Feb 2021
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image Andrew Liu Richard Tucker Varun Jampani A. Makadia Noah Snavely Angjoo Kanazawa VGen 42 158 0 17 Dec 2020
Geometry Enhancements from Visual Content: Going Beyond Ground Truth Liran Azaria D. Raviv MDE 27 0 0 15 Dec 2020
KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment Seunggeun Kim Hyeonjun Sim Munchurl Kim SupR 26 61 0 15 Dec 2020
Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents E. Guiraud Jakob Drefs Jörg Lücke DRL 40 3 0 27 Nov 2020
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution Suyoung Lee Myungsub Choi Kyoung Mu Lee SupR 30 16 0 09 Nov 2020