Title
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution Ru Ito Supatta Viriyavisuthisakul K. Kawamoto Hiroshi Kera 71 0 0 04 Mar 2025
High-Resolution Be Aware! Improving the Self-Supervised Real-World Super-Resolution Yuehan Zhang Angela Yao SupR 75 0 0 25 Nov 2024
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution Long Peng W. J. Li Jiaming Guo Xin Di Haoze Sun Y. Li Renjing Pei Y. Wang Yang Cao Zheng-jun Zha 31 3 0 16 Nov 2024
Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial Harshith Bachimanchi Giovanni Volpe 28 1 0 24 Sep 2024
A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging Peichao Li O. MacCormac J. Shapey Tom Kamiel Magda Vercauteren 26 0 0 27 Jul 2024
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution Yuehan Zhang Seungjun Lee Angela Yao 32 1 0 10 Jul 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 37 16 0 11 Jun 2024
PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution Yong Liu Hang Dong Jinshan Pan Qingji Dong Kai-xiang Chen Rongxiang Zhang Lean Fu Fei Wang DiffM 39 1 0 27 May 2024
Universal Robustness via Median Randomized Smoothing for Real-World Super-Resolution Zakariya Chaouai Mohamed Tamaazousti AAML 25 3 0 23 May 2024
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Wangmeng Zuo MDE SupR 39 2 0 03 May 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 21 1 0 26 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 45 53 0 18 Mar 2024
DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution Axi Niu Kang Zhang Joshua Tian Jin Tee T. Pham Jinqiu Sun Chang-Dong Yoo In So Kweon Yanning Zhang DiffM 33 1 0 30 Nov 2023
The Perception-Robustness Tradeoff in Deterministic Image Restoration Guy Ohayon T. Michaeli Michael Elad AAML 36 5 0 14 Nov 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 36 14 0 26 Aug 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 27 14 0 17 Aug 2023
Unfolding Once is Enough: A Deployment-Friendly Transformer Unit for Super-Resolution Yong Liu Hang Dong Boyang Liang Song Liu Qingji Dong Kai Chen Fangmin Chen Lean Fu Fei Wang ViT 13 12 0 05 Aug 2023
DFR-Net: Density Feature Refinement Network for Image Dehazing Utilizing Haze Density Difference Zhongze Wang Haitao Zhao Lujian Yao Jingchao Peng Kaijie Zhao 30 1 0 26 Jul 2023
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models Liangbin Xie Xintao Wang Xiangyu Chen Gengyan Li Ying Shan Jiantao Zhou Chao Dong 19 26 0 05 Jul 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 26 196 0 16 Mar 2023
Multitemporal and multispectral data fusion for super-resolution of Sentinel-2 images Tomasz Tarasiewicz J. Nalepa R. Farrugia G. Valentino Mang Chen J. A. Briffa M. Kawulok 25 15 0 26 Jan 2023
Bridging Component Learning with Degradation Modelling for Blind Image Super-Resolution Yixuan Wu Feng Li H. Bai Weisi Lin Runmin Cong Yao-Min Zhao SupR 16 17 0 03 Dec 2022
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution Bin Xia Yulun Zhang Yitong Wang Yapeng Tian Wenming Yang Radu Timofte Luc Van Gool 34 28 0 30 Nov 2022
MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning Andrey D. Ignatov Anastasia Sycheva Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool MQ 18 17 0 08 Nov 2022
PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks Andrey D. Ignatov Grigory Malivenko Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool 3DH 15 17 0 08 Nov 2022
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Jin Zhang Feng Zhang G. Yu ... Mingyang Qian Huixin Ma Yanan Li Xiaotao Wang Lei Lei 15 10 0 07 Nov 2022
Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Cheng-Ming Chiang Hsien-Kai Kuo Yu-Syuan Xu ... Kele Xu Li Liu Zehua Cheng Wenyi Lian W. Lian SupR 22 10 0 07 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Maurizio Denna Abdelbadie Younes Ganzorig Gankhuyag ... Jing Liu Garas Gendy Nabil Sabor J. Hou Guanghui He SupR MQ 20 31 0 07 Nov 2022
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Grigory Malivenko Radu Timofte Lukasz Treszczotko Xin-ke Chang ... Dongwon Park Seongmin Hong Joonhee Lee Seunggyu Lee Sengsub Chun 33 17 0 07 Nov 2022
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Radu Timofte Shuai Liu Chaoyu Feng Furui Bai ... Xin Lou Wei Zhou Cong Pang Haina Qin Mingxuan Cai 24 23 0 07 Nov 2022
Real Image Super-Resolution using GAN through modeling of LR and HR process Rao Muhammad Umer C. Micheloni 32 1 0 19 Oct 2022
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows Hanlin Wu Ning Ni Shan Wang Li-bao Zhang 35 8 0 14 Oct 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 45 34 0 27 Sep 2022
Real-RawVSR: Real-World Raw Video Super-Resolution with a Benchmark Dataset Huanjing Yue Zhiming Zhang Jingyu Yang 25 20 0 26 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 54 135 0 22 Sep 2022
Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising Jiezhang Cao Qin Wang Jingyun Liang Yulun Zhang K. Zhang Radu Timofte Luc Van Gool 21 7 0 25 Aug 2022
Meta-Learning based Degradation Representation for Blind Super-Resolution Bin Xia Yapeng Tian Yulun Zhang Yucheng Hang Wenming Yang Q. Liao SupR 24 17 0 28 Jul 2022
Criteria Comparative Learning for Real-scene Image Super-Resolution Yukai Shi Hao Li Senyang Zhang Zhi Yang Xiao Wang SupR 11 14 0 26 Jul 2022
Reference-based Image Super-Resolution with Deformable Attention Transformer Jiezhang Cao Jingyun Liang K. Zhang Yawei Li Yulun Zhang Wenguan Wang Luc Van Goo 52 56 0 25 Jul 2022
Degradation-Guided Meta-Restoration Network for Blind Super-Resolution Fuzhi Yang Huan Yang Yanhong Zeng Jianlong Fu Hongtao Lu 27 9 0 03 Jul 2022
AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos Yanze Wu Xintao Wang Gengyan Li Ying Shan SupR 22 21 0 14 Jun 2022
Real-World Image Super-Resolution by Exclusionary Dual-Learning Hao Li Jinghui Qin Zhi Yang Pengxu Wei Jin-shan Pan Liang Lin Yukai Shi 28 19 0 06 Jun 2022
Real-Time Super-Resolution for Real-World Images on Mobile Devices Jie Cai Zibo Meng Jiaming Ding C. Ho SupR 18 4 0 03 Jun 2022
Neural Optimal Transport with General Cost Functionals Arip Asadulaev Alexander Korotin Vage Egiazarian Petr Mokrov Evgeny Burnaev OT 86 32 0 30 May 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 39 45 0 28 Apr 2022
Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach Dihan Zheng Xiaowen Zhang Kaisheng Ma Chenglong Bao DiffM 23 22 0 21 Apr 2022
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang SupR 30 87 0 27 Mar 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang T. Tan 20 51 0 09 Mar 2022
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Yunjin Chen W. Zuo MDE SupR 22 21 0 02 Mar 2022
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI Thomas Yu T. Hilbert G. Piredda Arun A. Joseph G. Bonanno ... P. Omoumi Meritxell Bach Cuadra Erick Jorge Canales-Rodríguez Thomas Kober Jean-Philippe Thiran 29 5 0 29 Jan 2022