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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
Physics-Informed Neural Network Super Resolution for Advection-Diffusion Models Chulin Wang E. Bentivegna Wang Zhou L. Klein Bruce Elmegreen DiffM 69 32 0 04 Nov 2020
Super-Resolution of Real-World Faces Saurabh Goswami Aakanksha N. RajagopalanA. CVBM SupR 38 0 0 04 Nov 2020
Generating Unobserved Alternatives Shichong Peng Ke Li 81 4 0 03 Nov 2020
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 69 22 0 28 Oct 2020
Deep Learning for Efficient Reconstruction of High-Resolution Turbulent DNS Data Pranshu Pant A. Farimani AI4CE 77 12 0 21 Oct 2020
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution Xiaoyu Xiang Qian Lin J. Allebach SupR 86 9 0 18 Oct 2020
Neural Enhancement in Content Delivery Systems: The State-of-the-Art and Future Directions Royson Lee Stylianos I. Venieris Nicholas D. Lane 69 7 0 12 Oct 2020
Implicit Subspace Prior Learning for Dual-Blind Face Restoration Lingbo Yang Pan Wang Zhanning Gao Shanshe Wang Peiran Ren Siwei Ma Wen Gao CVBM 56 1 0 12 Oct 2020
LASSR: Effective Super-Resolution Method for Plant Disease Diagnosis Q. H. Cap Hiroki Tani H. Uga S. Kagiwada Hitoshi Iyatomi 13 25 0 12 Oct 2020
Resolution Dependent GAN Interpolation for Controllable Image Synthesis Between Domains Justin N. M. Pinkney D. Adler GAN 97 138 0 11 Oct 2020
Attaining Real-Time Super-Resolution for Microscopic Images Using GAN V. Bhatia Y. Kumar 24 5 0 09 Oct 2020
Smoother Network Tuning and Interpolation for Continuous-level Image Processing Hyeongmin Lee Taeoh Kim Hanbin Son Sang Y. Baek Minsu Cheon Sangyoun Lee 48 7 0 05 Oct 2020
AFN: Attentional Feedback Network based 3D Terrain Super-Resolution A. Kubade D. Patel Avinash Sharma K. Rajan SupR 40 10 0 04 Oct 2020
AIM 2020 Challenge on Image Extreme Inpainting Evangelos Ntavelis Andrés Romero Siavash Bigdeli Radu Timofte 85 24 0 02 Oct 2020
Efficient Image Super-Resolution Using Pixel Attention Hengyuan Zhao Xiangtao Kong Jingwen He Yu Qiao Chao Dong SupR 80 339 0 02 Oct 2020
Understanding the Role of Adversarial Regularization in Supervised Learning Litu Rout 44 3 0 01 Oct 2020
Why Adversarial Interaction Creates Non-Homogeneous Patterns: A Pseudo-Reaction-Diffusion Model for Turing Instability Litu Rout AAML 32 1 0 01 Oct 2020
FAN: Frequency Aggregation Network for Real Image Super-resolution Yingxue Pang Xin Li Xin Jin Yaojun Wu Jianzhao Liu Sen Liu Zhibo Chen 90 26 0 30 Sep 2020
High-throughput molecular imaging via deep learning enabled Raman spectroscopy C. Horgan Magnus Jensen A. Nagelkerke J. St-Pierre Tom Vercauteren Molly M. Stevens Mads S. Bergholt 67 74 0 28 Sep 2020
Blind Image Super-Resolution with Spatial Context Hallucination Dong Huo Herbert Yang SupR 32 1 0 25 Sep 2020
Tarsier: Evolving Noise Injection in Super-Resolution GANs Baptiste Roziere Nathanal Carraz Rakotonirina Vlad Hosu Andry Rasoanaivo Hanhe Lin Camille Couprie O. Teytaud 87 6 0 25 Sep 2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results Pengxu Wei Hannan Lu Radu Timofte Liang Lin W. Zuo ... Jun-Ho Choi Jong-Seok Lee Feras Almasri T. Vandamme O. Debeir SupR 98 41 0 25 Sep 2020
Reconstruct high-resolution multi-focal plane images from a single 2D wide field image Jiabo Ma Sibo Liu Shenghua Cheng Xiuli Liu Li Cheng Shaoqun Zeng MedIm 34 1 0 21 Sep 2020
Progressive Semantic-Aware Style Transformation for Blind Face Restoration Chaofeng Chen Xiaoming Li Lingbo Yang Xianhui Lin Lei Zhang Kwan-Yee K. Wong CVBM 95 155 0 18 Sep 2020
Understanding Deformable Alignment in Video Super-Resolution Kelvin C. K. Chan Xintao Wang K. Yu Chao Dong Chen Change Loy 101 157 0 15 Sep 2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results Peng Sun Martin Danelljan Yawei Li Radu Timofte Jie Liu ... Wenhao Wang Zhenbing Liu Rushi Lan Rao Muhammad Umer C. Micheloni SupR 92 90 0 15 Sep 2020
AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results Dario Fuoli Zhiwu Huang Shuhang Gu Radu Timofte Arnau Raventos ... Kazutoshi Akita Norimichi Ukita S. HrishikeshP. Densen Puthussery V. JijiC. SupR 70 17 0 14 Sep 2020
Old Photo Restoration via Deep Latent Space Translation Bo Liu Bo Zhang Dongdong Chen Peiying Zhang Dong Chen Jing Liao Fang Wen 60 68 0 14 Sep 2020
not-so-BigGAN: Generating High-Fidelity Images on Small Compute with Wavelet-based Super-Resolution Seung-Jun Han Akash Srivastava C. Hurwitz P. Sattigeri David D. Cox 61 8 0 09 Sep 2020
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems Yixing Huang F. Fan Christopher Syben Philipp Roser L. Mill Andreas Maier 3DV MedIm 40 19 0 09 Sep 2020
Single Image Super-Resolution for Domain-Specific Ultra-Low Bandwidth Image Transmission J. H. Christensen L. V. Mogensen Ole Ravn SupR 24 1 0 09 Sep 2020
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution Rao Muhammad Umer C. Micheloni GAN 61 15 0 07 Sep 2020
Real Image Super Resolution Via Heterogeneous Model Ensemble using GP-NAS Zhihong Pan Baopu Li Teng Xi Yanwen Fan Gang Zhang Jingtuo Liu Junyu Han Errui Ding SupR 115 1 0 02 Sep 2020
Multi-Attention Based Ultra Lightweight Image Super-Resolution Abdul Muqeet Jiwon Hwang Subin Yang J. Kang Yongwoo Kim Sung-Ho Bae SupR 87 79 0 29 Aug 2020
Deep Variational Network Toward Blind Image Restoration Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng Kwan-Yen K. Wong 111 12 0 25 Aug 2020
Cascade Convolutional Neural Network for Image Super-Resolution Jianwei Zhang Zhenxing Wang Yuhui Zheng Guoqing Zhang SupR 45 2 0 24 Aug 2020
Fidelity-Controllable Extreme Image Compression with Generative Adversarial Networks Shoma Iwai Tomo Miyazaki Yoshihiro Sugaya S. Omachi GAN 84 46 0 24 Aug 2020
AMRConvNet: AMR-Coded Speech Enhancement Using Convolutional Neural Networks Joshua Jose Williard 20 2 0 24 Aug 2020
PNEN: Pyramid Non-Local Enhanced Networks Feida Zhu Chaowei Fang K. Ma SupR 58 18 0 22 Aug 2020
DeepLandscape: Adversarial Modeling of Landscape Video Elizaveta Logacheva Roman Suvorov Oleg Khomenko Anton Mashikhin Victor Lempitsky 57 22 0 21 Aug 2020
Enhanced MRI Reconstruction Network using Neural Architecture Search Qiaoying Huang Dong Yang Yikun Xian Pengxiang Wu Jingru Yi Hui Qu Dimitris N. Metaxas 55 10 0 19 Aug 2020
DeepGIN: Deep Generative Inpainting Network for Extreme Image Inpainting Chu-Tak Li W. Siu Zhi-Song Liu Li-Wen Wang D. Lun 50 22 0 17 Aug 2020
DTVNet+: A High-Resolution Scenic Dataset for Dynamic Time-lapse Video Generation Jiangning Zhang Chaoxi Xu Yong-Jin Liu Yunliang Jiang DiffM 48 1 0 11 Aug 2020
Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild Jichao Zhang Jingjing Chen Hao Tang Wei Wang Yan Yan E. Sangineto N. Sebe 132 17 0 09 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Xuan Li Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 170 155 0 06 Aug 2020
OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network Parichehr Behjati Pau Rodríguez López Armin Mehri Isabelle Hupont Jordi Gonzalez Carles Fernández Tena SupR 131 43 0 05 Aug 2020
Component Divide-and-Conquer for Real-World Image Super-Resolution Pengxu Wei Ziwei Xie Hannan Lu Zongyuan Zhan QiXiang Ye W. Zuo Liang Lin SupR 144 246 0 05 Aug 2020
Fusion of Deep and Non-Deep Methods for Fast Super-Resolution of Satellite Images Gaurav Kumar Nayak Saksham Jain R. Venkatesh Babu Anirban Chakraborty SupR 26 2 0 03 Aug 2020
Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video Jianyi Wang Xin Deng Mai Xu Congyong Chen Yuhang Song GAN 82 46 0 02 Aug 2020
Blind Face Restoration via Deep Multi-scale Component Dictionaries Xiaoming Li Chaofeng Chen Shangchen Zhou Xianhui Lin W. Zuo Lei Zhang CVBM 73 177 0 02 Aug 2020