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Transformer for Single Image Super-Resolution

25 August 2021

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Papers citing "Transformer for Single Image Super-Resolution"

42 / 42 papers shown

Title
Zero-Shot Solving of Imaging Inverse Problems via Noise-Refined Likelihood Guided Diffusion Models Zhen Wang Hongyi Liu Zhihui Wei DiffM 27 0 0 16 Jun 2025
Structural Similarity-Inspired Unfolding for Lightweight Image Super-Resolution Zhangkai Ni Yang Zhang Wenhan Yang Hanli Wang Shiqi Wang Sam Kwong 29 0 0 13 Jun 2025
MARS: Radio Map Super-resolution and Reconstruction Method under Sparse Channel Measurements Chuyun Deng Na Liu Wei Xie Lianming Xu Li Wang 119 0 0 05 Jun 2025
SAAT: Synergistic Alternating Aggregation Transformer for Image Super-Resolution Jianfeng Wu Nannan Xu ViT 78 0 0 04 Jun 2025
One-Step Diffusion-based Real-World Image Super-Resolution with Visual Perception Distillation Xue Wu J. Xin Zhijun Tu Jie Hu Jie Li N. Wang Xinbo Gao 82 1 0 03 Jun 2025
A Survey of Deep Learning Video Super-Resolution Arbind Agrahari Baniya Tsz-Kwan Lee Peter Eklund Sunil Aryal SupR 54 4 0 03 Jun 2025
CLIP-aware Domain-Adaptive Super-Resolution Zhengyang Lu Qian Xia Weifan Wang Feng Wang SupR 77 0 0 18 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 111 1 0 08 May 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study Xin Li Xijun Wang Bingchen Li Kun Yuan Yizhen Shao Suhang Yao Ming-Ting Sun Chao Zhou Radu Timofte Zhibo Chen 108 15 0 21 Apr 2025
Enhanced Semantic Extraction and Guidance for UGC Image Super Resolution Yiwen Wang Ying Liang Yuxuan Zhang Xinning Chai Zhengxue Cheng Yingsheng Qin Yucai Yang Rong Xie Li Song 121 1 0 14 Apr 2025
FANeRV: Frequency Separation and Augmentation based Neural Representation for Video Li Yu Zhihui Li Chao Yao Jimin Xiao Moncef Gabbouj 126 0 0 09 Apr 2025
Burst Image Super-Resolution with Mamba Ozan Unal Steven Marty Dengxin Dai Mamba 74 0 0 25 Mar 2025
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 108 0 0 14 Mar 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 96 0 0 10 Mar 2025
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference Zhengyang Lu Bingjie Lu Feng Wang 109 5 0 28 Jan 2025
Modeling Continuous Spatial-temporal Dynamics of Turbulent Flow with Test-time Refinement Shengyu Chen P. Givi Can Zheng X. Jia AI4CE 115 0 0 31 Dec 2024
MGHF: Multi-Granular High-Frequency Perceptual Loss for Image Super-Resolution S. Sami Md Golam Moula Mehedi Hasan J. Dawson Nasser M. Nasrabadi Nasser M. Nasrabadi Raghuveer Rao DiffM 137 2 0 20 Nov 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal Xiujin Zhu Chee-Onn Chow Joon Huang Chuah Mamba 151 0 0 05 Nov 2024
QMambaBSR: Burst Image Super-Resolution with Query State Space Model Xin Di Long Peng Peizhe Xia Wenbo Li Renjing Pei Yang Cao Yang Wang Zheng-Jun Zha 144 7 0 16 Aug 2024
Task-driven single-image super-resolution reconstruction of document scans Maciej Zyrek M. Kawulok SupR 84 2 0 12 Jul 2024
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution S. Chu Zhi-chao Dou Jeng-Shyang Pan Shaowei Weng Junbao Li ViT 94 4 0 08 May 2024
Generating Content for HDR Deghosting from Frequency View Tao Hu Qingsen Yan Yuankai Qi Yanning Zhang 83 8 0 01 Apr 2024
Wind speed super-resolution and validation: from ERA5 to CERRA via diffusion models Fabio Merizzi Andrea Asperti Stefano Colamonaco 64 10 0 27 Jan 2024
Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolution Zeke Zexi Hu Xiaoming Chen Yuk Ying Chung Yiran Shen 124 1 0 01 Jan 2024
Learn From Orientation Prior for Radiograph Super-Resolution: Orientation Operator Transformer Y. Huang Tomo Miyazaki Xiaofeng Liu Kaiyuan Jiang Zhengmi Tang S. Omachi MedIm 96 2 0 27 Dec 2023
TULIP: Transformer for Upsampling of LiDAR Point Clouds Bin Yang Patrick Pfreundschuh Roland Siegwart Marco Hutter Peyman Moghadam Vaishakh Patil 3DPC 80 6 0 11 Dec 2023
High-Similarity-Pass Attention for Single Image Super-Resolution Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Wenzhong Guo F. I. C. L. Philip Chen 94 18 0 25 May 2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration Haram Choi Cheolwoong Na Jihyeon Oh Seungjae Lee Jinseop S. Kim Subeen Choe Jeongmin Lee Taehoon Kim Jihoon Yang 105 9 0 19 May 2023
Efficient Mixed Transformer for Single Image Super-Resolution Ling Zheng Jinchen Zhu Jinpeng Shi Shizhuang Weng 117 22 0 19 May 2023
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann MedIm 82 4 0 24 Mar 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 98 6 0 22 Feb 2023
Image Super-Resolution using Efficient Striped Window Transformer Jinpeng Shi Hui Li Tian Yu Liu Yulong Liu Hao Fei Jinchen Zhu Ling Zheng Shizhuang Weng 79 11 0 24 Jan 2023
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network Wenjie Li Juncheng Li Guangwei Gao Weihong Deng Jian Yang Guo-Jun Qi Chia-Wen Lin SupR 80 12 0 29 Dec 2022
FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution Kyoungwan Woo Achyuta Rajaram DiffM 71 1 0 30 Nov 2022
A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction Dule Shu Zijie Li A. Farimani DiffM AI4CE 94 151 0 26 Nov 2022
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images Bing Xu Yong Guo Luo Jiang Mianjie Yu Jian Chen 101 14 0 19 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 88 0 0 09 Nov 2022
Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2 V. Sambandham Konstantin Kirchheim S. Mukhopadhaya F. Ortmeier ViT 44 1 0 14 Oct 2022
Real-World Light Field Image Super-Resolution via Degradation Modulation Yingqian Wang Zhengyu Liang Longguang Wang Jungang Yang Wei An Yulan Guo SupR 66 29 0 13 Jun 2022
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer Guangwei Gao Ziyi Wang Juncheng Li Wenjie Li Yi Yu T. Zeng SupR 94 103 0 28 Apr 2022
CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution Guangwei Gao Zixiang Xu Juncheng Li Jian Yang T. Zeng Guo-Jun Qi CVBM ViT SupR 105 93 0 19 Apr 2022
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 147 48 0 29 Sep 2021