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ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

1 September 2018

Jinjin Gu

Yu Qiao

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Papers citing "ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks"

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Title
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 106 0 0 21 Mar 2025
Beacon2Science: Enhancing STEREO/HI beacon data1 with machine learning for efficient CME tracking Justin Le Louëdec Maike Bauer Tanja Amerstorfer Jackie A. Davies 69 1 0 19 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Zhang Radu Timofte SupR 126 0 0 18 Mar 2025
Involution and BSConv Multi-Depth Distillation Network for Lightweight Image Super-Resolution Akram Khatami-Rizi Ahmad Mahmoudi-Aznaveh 84 0 0 18 Mar 2025
The Power of Context: How Multimodality Improves Image Super-Resolution Kangfu Mei Hossein Talebi Mojtaba Ardakani Vishal M. Patel P. Milanfar M. Delbracio DiffM 126 2 0 18 Mar 2025
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Daniil Selikhanovych David Li Aleksei Leonov Nikita Gushchin Sergei Kushneriuk Alexander N. Filippov Evgeny Burnaev Iaroslav Koshelev Alexander Korotin DiffM 157 0 0 17 Mar 2025
Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition Shristi Das Biswas Efstathia Soufleri Arani Roy Kaushik Roy 116 0 0 17 Mar 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 84 4 0 14 Mar 2025
Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models Luca Martini Daniele Zolezzi Saverio Iacono Gianni Vercelli DiffM 65 0 0 14 Mar 2025
Deep Perceptual Enhancement for Medical Image Analysis S. Sharif R. A. Naqvi Mithun Biswas Woong-Kee Loh MedIm 223 21 0 11 Mar 2025
MegaSR: Mining Customized Semantics and Expressive Guidance for Image Super-Resolution Xiaochen Li Jianlong Wu Xinchuan Huang C. L. Philip Chen Weili Guan Xian-Sheng Hua Liqiang Nie DiffM 81 0 0 11 Mar 2025
Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images S. Sharif R. A. Naqvi Woong-Kee Loh 185 7 0 10 Mar 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 87 0 0 10 Mar 2025
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling Long Peng Anran Wu Wenbo Li Peizhe Xia Xueyuan Dai ... Haoze Sun Renjing Pei Yang Wang Yang Cao Zheng-jun Zha 106 3 0 09 Mar 2025
Pretext Task Adversarial Learning for Unpaired Low-field to Ultra High-field MRI Synthesis Zhenxuan Zhang Peiyuan Jing Coraline Beitone Jiahao Huang Zhifan Gao Guang Yang Pete Lally MedIm 110 0 0 07 Mar 2025
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 87 0 0 07 Mar 2025
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution Ru Ito Supatta Viriyavisuthisakul K. Kawamoto Hiroshi Kera 109 0 0 04 Mar 2025
Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution Zerui Li Chenwei Wang Zhaoke Huang Yiming MA Cunmin Zhao Zhongying Zhao Hong Yan DiffM 81 1 0 04 Mar 2025
DarkDeblur: Learning single-shot image deblurring in low-light condition S. Sharif R. A. Naqvi Farman Alic Mithun Biswas VLM 174 21 0 04 Mar 2025
Tackling Hallucination from Conditional Models for Medical Image Reconstruction with DynamicDPS Seunghoi Kim Henry F. J. Tregidgo Matteo Figini Chen Jin Sarang Joshi Daniel C. Alexander MedIm 84 0 0 03 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Zhenting Wang Yang Zou Zhaoyu Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 114 2 0 03 Mar 2025
BadRefSR: Backdoor Attacks Against Reference-based Image Super Resolution Xue Yang Tao Chen Lei Guo Wenbo Jiang Ji Guo Yuchen Li Jiaming He 448 2 0 28 Feb 2025
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling Fadeel Sher Khan Joshua Ebenezer Hamid Sheikh Seok-Jun Lee 144 0 0 28 Feb 2025
Infrared Image Super-Resolution: Systematic Review, and Future Trends Y. Huang Tomo Miyazaki Xiao-Fang Liu S. Omachi SupR 154 14 0 21 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 194 4 0 20 Feb 2025
Appeal prediction for AI up-scaled Images Steve Göring Rasmus Merten Alexander Raake 74 0 0 19 Feb 2025
Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects Louis Aberdeen Mark Hansen Melvyn Smith Lyndon N. Smith 136 0 0 22 Jan 2025
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation Zibo Zhao Zeqiang Lai Qingxiang Lin Yunfei Zhao Haolin Liu ... Jingwei Huang Chunchao Guo Jie Jiang Jingwei Huang Chunchao Guo 263 45 0 21 Jan 2025
NeurOp-Diff:Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion Zihao Xu Yuzhi Tang Bowen Xu Qingquan Li DiffM 148 0 0 20 Jan 2025
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution Cuixin Yang Rongkang Dong Jun Xiao Cong Zhang Kin-Man Lam Fei Zhou Guoping Qiu 200 2 0 17 Jan 2025
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution Xi Su Xiangfei Shen Mingyang Wan Jing Nie Lihui Chen Haijun Liu Xichuan Zhou 122 0 0 31 Dec 2024
Uncertainty Estimation for Super-Resolution using ESRGAN Maniraj Sai Adapa Marco Zullich Matias Valdenegro-Toro UQCV OOD 96 0 0 19 Dec 2024
QueryCDR: Query-Based Controllable Distortion Rectification Network for Fisheye Images Pengbo Guo Chengxu Liu Xingsong Hou Xueming Qian 113 3 0 18 Dec 2024
A comprehensive GeoAI review: Progress, Challenges and Outlooks Anasse Boutayeb Iyad Lahsen-cherif Ahmed El Khadimi 107 0 0 16 Dec 2024
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution Bingwen Hu Heng Liu Zhedong Zheng Ping Liu SupR 263 0 0 16 Dec 2024
OFTSR: One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs Yuanzhi Zhu R. Wang Shilin Lu Junnan Li Hanshu Yan Peng Sun SupR 184 5 0 12 Dec 2024
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage D. Ivanova Marco Aversa Paul Henderson John Williamson 129 0 0 05 Dec 2024
Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration Yuzhen Du Teng Hu Jing Zhang Ran Yi Chengming Xu Xiaobin Hu Kai WU Donghao Luo Yun Wang Lizhuang Ma 145 1 0 05 Dec 2024
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 194 1 0 05 Dec 2024
TASR: Timestep-Aware Diffusion Model for Image Super-Resolution Qinwei Lin Xiaopeng Sun Yu Gao Yujie Zhong Dengjie Li Zheng Zhao Haoqian Wang 132 0 0 04 Dec 2024
Auto-Encoded Supervision for Perceptual Image Super-Resolution MinKyu Lee Sangeek Hyun Woojin Jun Jae-Pil Heo SupR 176 0 0 28 Nov 2024
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior Li-Yuan Tsao Hao-Wei Chen Hao-Wei Chung Deqing Sun Chun-Yi Lee Kelvin Chan Ming-Hsuan Yang DiffM 99 4 0 27 Nov 2024
Comparison of Generative Learning Methods for Turbulence Modeling Claudia Drygala Edmund Ross F. Mare Hanno Gottschalk AI4CE 155 3 0 25 Nov 2024
CNNs for Style Transfer of Digital to Film Photography Pierre Mackenzie Mika Senghaas Raphael Achddou GAN 112 0 0 24 Nov 2024
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation Christoph Reinders Radu Berdan Beril Besbinar Junji Otsuka Daisuke Iso 121 2 0 20 Nov 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 126 2 0 20 Nov 2024
Versatile Cataract Fundus Image Restoration Model Utilizing Unpaired Cataract and High-quality Images Zheng Gong Zhuo Deng Weihao Gao Wenda Zhou Yuhang Yang Hanqing Zhao Zhiyuan Niu Lei Shao Wenbin Wei Lan Ma 102 0 0 19 Nov 2024
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution Long Peng Wenbo Li Jiaming Guo Xin Di Haoze Sun Y. Li Renjing Pei Yijiao Wang Yang Cao Zheng-jun Zha 88 5 0 16 Nov 2024
Beyond Feature Mapping GAP: Integrating Real HDRTV Priors for Superior SDRTV-to-HDRTV Conversion Kepeng Xu Li Xu Gang He Zhiqiang Zhang Wenxin Yu Shihao Wang Dajiang Zhou Yunsong Li 60 0 0 16 Nov 2024
$$\text{S}^{3}$Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model$ $\text{S}^{3}$ Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model Peizhe Xia Long Peng Xin Di Renjing Pei Yijiao Wang Yang Cao Zheng-jun Zha Mamba 141 1 0 16 Nov 2024