"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
Real-World Image Super-Resolution by Exclusionary Dual-Learning Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 81 20 0 06 Jun 2022
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 71 32 0 24 May 2022
Evaluating the Generalization Ability of Super-Resolution Networks Yihao Liu Hengyuan Zhao Jinjin Gu Yu Qiao Chao Dong 71 26 0 14 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 83 24 0 10 May 2022
Any-resolution Training for High-resolution Image Synthesis Lucy Chai Michael Gharbi Eli Shechtman Phillip Isola Richard Y. Zhang 84 71 0 14 Apr 2022
Bayesian Image Super-Resolution with Deep Modeling of Image Statistics Yuxin Li Xiahai Zhuang 38 17 0 31 Mar 2022
Adaptive Patch Exiting for Scalable Single Image Super-Resolution Shizun Wang Ming Lu Kaixin Chen Xiaoqi Li Jiaming Liu Yandong Guo SupR 88 24 0 22 Mar 2022
Enriched CNN-Transformer Feature Aggregation Networks for Super-Resolution Jinsu Yoo Taehoon Kim Sihaeng Lee Seunghyeon Kim Hankook Lee Tae Hyun Kim SupR ViT 74 54 0 15 Mar 2022
Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches Tatsuya Yokota H. Hontani 33 2 0 10 Mar 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 99 118 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 90 95 0 15 Feb 2022
Unsupervised HDR Imaging: What Can Be Learned from a Single 8-bit Video? Francesco Banterle Demetris Marnerides Kurt Debattista Thomas Bashford-Rogers 147 3 0 11 Feb 2022
Blind Image Deconvolution Using Variational Deep Image Prior Dong Huo Abbas Masoumzadeh Rafsanjany Kushol Yee-Hong Yang 132 11 0 01 Feb 2022
Deep Video Prior for Video Consistency and Propagation Chenyang Lei Yazhou Xing Hao Ouyang Qifeng Chen 91 32 0 27 Jan 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 126 6 0 26 Jan 2022
WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution Fabian Altekrüger J. Hertrich 51 15 0 20 Jan 2022
SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps Carlos Rodriguez-Pardo Elena Garces GAN 70 26 0 13 Jan 2022
RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images Ziteng Cui Yingying Zhu Lin Gu Guo-Jun Qi Xiaoxiao Li Peng Gao Zenghui Zhang Tatsuya Harada 75 5 0 07 Jan 2022
Mitigating Channel-wise Noise for Single Image Super Resolution Srimanta Mandal Kuldeep Purohit A. N. Rajagopalan SupR 58 0 0 14 Dec 2021
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 63 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 44 6 0 30 Nov 2021
Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning Hanbyel Cho Yooshin Cho Jaemyung Yu Junmo Kim 3DH 41 15 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 71 0 0 16 Nov 2021
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends Lin Wang Kuk-Jin Yoon 77 89 0 20 Oct 2021
Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles Bram Wallace Devansh Arpit Huan Wang Caiming Xiong SSL OOD 61 0 0 19 Oct 2021
Meta Internal Learning Raphael Bensadoun Shir Gur Tomer Galanti Lior Wolf GAN 103 8 0 06 Oct 2021
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution Juncheng Li Zehua Pei Wenjie Li Guangwei Gao Longguang Wang Yingqian Wang T. Zeng 145 48 0 29 Sep 2021
Wasserstein Patch Prior for Image Superresolution J. Hertrich Antoine Houdard C. Redenbach SupR MDE 105 22 0 27 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 107 19 0 17 Sep 2021
Image Shape Manipulation from a Single Augmented Training Sample Yael Vinker Eliahu Horwitz Nir Zabari Yedid Hoshen GAN 81 21 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 53 38 0 08 Sep 2021
Dual-Camera Super-Resolution with Aligned Attention Modules Tengfei Wang Jiaxin Xie Wenxiu Sun Qiong Yan Qifeng Chen SupR 98 49 0 03 Sep 2021
Temporal Kernel Consistency for Blind Video Super-Resolution Li Xiang Royson Lee Mohamed S. Abdelfattah Nicholas D. Lane Hongkai Wen SupR 63 0 0 18 Aug 2021
One-shot Transfer Learning for Population Mapping Erzhuo Shao Jie Feng Yingheng Wang Tong Xia Yong Li AI4TS 42 1 0 13 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 116 78 0 11 Aug 2021
Data Acquisition and Preparation for Dual-reference Deep Learning of Image Super-Resolution Yanhui Guo Xiaolin Wu X. Shu SupR 73 13 0 05 Aug 2021
Internal Video Inpainting by Implicit Long-range Propagation Hao Ouyang Tengfei Wang Qifeng Chen 81 37 0 04 Aug 2021
Blind Image Super-Resolution: A Survey and Beyond Anran Liu Yihao Liu Jinjin Gu Yu Qiao Chao Dong 98 167 0 07 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 83 43 0 06 Jul 2021
Test-Time Personalization with a Transformer for Human Pose Estimation Yizhuo Li Miao Hao Zonglin Di N. B. Gundavarapu Xiaolong Wang ViT 91 48 0 05 Jul 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 85 55 0 02 Jul 2021
Blind Image Super-Resolution via Contrastive Representation Learning Jiahui Zhang Shijian Lu Fangneng Zhan Yingchen Yu 84 52 0 01 Jul 2021
Text Prior Guided Scene Text Image Super-resolution Jianqi Ma Shihao Guo Lei Zhang 61 63 0 29 Jun 2021
"Zero-Shot" Point Cloud Upsampling K. Zhou Mingtao Dong S. Arslanturk 3DPC 66 11 0 25 Jun 2021
STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning Junshen Xu Esra Abaci Turk P. E. Grant Polina Golland E. Adalsteinsson 37 9 0 23 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image Reconstruction Jihyeong Yoo Qifeng Chen 84 24 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 131 48 0 07 Jun 2021
Deep Matching Prior: Test-Time Optimization for Dense Correspondence Sunghwan Hong Seungryong Kim 98 29 0 06 Jun 2021
MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution Jin Zhu Chuan Tan Junwei Yang Guang Yang Pietro Lio OOD MedIm 35 2 0 22 May 2021
End-to-end Alternating Optimization for Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liang Wang Tieniu Tan SupR 120 35 0 14 May 2021