v1v2 (latest)

Cross-Scale Internal Graph Neural Network for Image Super-Resolution

30 June 2020

Papers citing "Cross-Scale Internal Graph Neural Network for Image Super-Resolution"

50 / 83 papers shown

Title
Depth-Aware Super-Resolution via Distance-Adaptive Variational Formulation Tianhao Guo Bingjie Lu Feng Wang Zhengyang Lu SupR MDE 62 0 0 06 Sep 2025
SAAT: Synergistic Alternating Aggregation Transformer for Image Super-Resolution Jianfeng Wu Nannan Xu ViT 122 0 0 04 Jun 2025
CLIP-aware Domain-Adaptive Super-Resolution Zhengyang Lu Qian Xia Weifan Wang Feng Wang SupR 136 1 0 18 May 2025
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision Heming Xu Xiaohui Liu Zhilu Zhang Hongzhi Zhang Xiaohe Wu Wangmeng Zuo 99 0 0 14 Apr 2025
DSwinIR: Rethinking Window-based Attention for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu Liqiang Nie ViT 650 0 0 07 Apr 2025
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference Zhengyang Lu Bingjie Lu Feng Wang 142 8 0 28 Jan 2025
Auto-Encoded Supervision for Perceptual Image Super-Resolution MinKyu Lee Sangeek Hyun Woojin Jun Jae-Pil Heo SupR 276 0 0 28 Nov 2024
HAAT: Hybrid Attention Aggregation Transformer for Image Super-Resolution Song-Jiang Lai Tsun-Hin Cheung Ka-Chun Fung Kai-wen Xue Kin-Man Lama ViT 248 1 0 27 Nov 2024
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift Sanath Budakegowdanadoddi Nagaraju Brian B. Moser Tobias Christian Nauen Stanislav Frolov Federico Raue Andreas Dengel SupR 141 0 0 15 Nov 2024
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models Yang-Che Sun Cheng Yu Yeo Ernie Chu Jun-Cheng Chen Yu-Lun Liu SupR 225 0 0 23 Oct 2024
Rethinking Image Super-Resolution from Training Data Perspectives Go Ohtani Ryu Tadokoro Ryosuke Yamada Yuki M. Asano Iro Laina Christian Rupprecht Nakamasa Inoue Rio Yokota Hirokatsu Kataoka Yoshimitsu Aoki SupR 72 4 0 01 Sep 2024
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution Soufiane Belharbi Mara K M Whitford Phuong Hoang Shakeeb Murtaza Luke McCaffrey Eric Granger 98 1 0 13 Jun 2024
Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks Cong Wang Wei Wang Chengjin Yu Jie Mu 122 6 0 02 Jun 2024
HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution S. Chu Zhi-chao Dou Jeng-Shyang Pan Shaowei Weng Junbao Li ViT 110 6 0 08 May 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 97 57 0 15 Apr 2024
Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening Yule Duan Xiao Wu Haoyu Deng Liang-Jian Deng 98 20 0 11 Apr 2024
DRCT: Saving Image Super-resolution away from Information Bottleneck Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou 170 56 0 31 Mar 2024
Exploiting Self-Supervised Constraints in Image Super-Resolution Gang Wu Junjun Jiang Kui Jiang Xianming Liu 115 0 0 30 Mar 2024
A Study in Dataset Pruning for Image Super-Resolution Brian B. Moser Federico Raue Andreas Dengel SupR 162 10 0 25 Mar 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 193 367 0 23 Feb 2024
Iterative Token Evaluation and Refinement for Real-World Super-Resolution Chaofeng Chen Shangchen Zhou Liang Liao Haoning Wu Wenxiu Sun Qiong Yan Weisi Lin 96 7 0 09 Dec 2023
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network Neeraj Baghel S. Dubey Satish Kumar Singh ViT 66 5 0 04 Dec 2023
CoSeR: Bridging Image and Language for Cognitive Super-Resolution Haoze Sun Wenbo Li Jianzhuang Liu Zhaodong Sun Renjing Pei X. Zou Youliang Yan Yujiu Yang SupR 254 59 0 27 Nov 2023
Blind Image Super-resolution with Rich Texture-Aware Codebooks Rui Qin Ming Sun Fangyuan Zhang Xingsen Wen Bin Wang 88 7 0 26 Oct 2023
PTSR: Patch Translator for Image Super-Resolution Neeraj Baghel S. Dubey Satish Kumar Singh ViT SupR 111 0 0 20 Oct 2023
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models Yaohui Wang Xinyuan Chen Xin Ma Shangchen Zhou Ziqi Huang ... Chen Change Loy Bo Dai Dahua Lin Yu Qiao Ziwei Liu VGen DiffM 151 275 0 26 Sep 2023
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 117 65 0 11 Sep 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Yunbo Wang Feng Yu ViT 157 227 0 07 Aug 2023
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli Margret Keuper 106 11 0 25 Jul 2023
MaxSR: Image Super-Resolution Using Improved MaxViT B. Yang Gangshan Wu SupR 112 4 0 14 Jul 2023
Convolutional neural network based on sparse graph attention mechanism for MRI super-resolution X. Hua Z. Du Hongfeng Yu Jixin Maa SupR MedIm 116 0 0 29 May 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 104 23 0 25 May 2023
A Dive into SAM Prior in Image Restoration Zeyu Xiao Jiawang Bai Zhihe Lu Zhiwei Xiong 139 21 0 23 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 149 14 0 19 May 2023
Toward Moiré-Free and Detail-Preserving Demosaicking Xuan-Yi Li Y. Niu Bo Zhao Haoyuan Shi Zitong An 84 1 0 15 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 354 406 0 11 May 2023
SRFormer: Permuted Self-Attention for Single Image Super-Resolution Yupeng Zhou Zerui Li Chunle Guo S. Bai Ming-Ming Cheng Qibin Hou 60 35 0 17 Mar 2023
Recursive Generalization Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Yunbo Wang ViT 159 46 0 11 Mar 2023
Reference-based Image and Video Super-Resolution via C2-Matching Yuming Jiang Kelvin C. K. Chan Xintao Wang Chen Change Loy Ziwei Liu SupR 151 12 0 19 Dec 2022
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution Jingyun Liang Qin Wang Yongqin Xian Yawei Li Bingbing Ni Zhi-peng Pi Lucas Beerens Yulun Zhang Radu Timofte Luc Van Gool SupR 187 65 0 08 Dec 2022
Global Learnable Attention for Single Image Super-Resolution Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Jiajun Yin F. I. C. L. Philip Chen 98 41 0 02 Dec 2022
Cross Aggregation Transformer for Image Restoration Zheng Chen Yulun Zhang Jinjin Gu Yongbing Zhang Lingyu Kong X. Yuan ViT 149 171 0 24 Nov 2022
Super-resolution Reconstruction of Single Image for Latent features Xin Wang Jingkai Yan Jingyong Cai Jiankang Deng Qin Qin Yao Cheng DiffM 151 10 0 16 Nov 2022
Real Image Super-Resolution using GAN through modeling of LR and HR process Rao Muhammad Umer C. Micheloni 106 1 0 19 Oct 2022
ITSRN++: Stronger and Better Implicit Transformer Network for Continuous Screen Content Image Super-Resolution Sheng Shen Huanjing Yue Jingyu Yang Kun Li SupR 102 3 0 17 Oct 2022
Learning Dual Memory Dictionaries for Blind Face Restoration Xiaoming Li Shiguang Zhang Shangchen Zhou Lei Zhang W. Zuo CVBM 88 44 0 15 Oct 2022
Accurate Image Restoration with Attention Retractable Transformer Jiale Zhang Yulun Zhang Jinjin Gu Yongbing Zhang Lingyu Kong X. Yuan ViT 140 115 0 04 Oct 2022
Multi-scale Attention Network for Single Image Super-Resolution Yan Wang Yusen Li Gang Wang Xiaoguang Liu SupR 158 62 0 28 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 183 161 0 22 Sep 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 292 117 0 07 Sep 2022