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Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy

4 June 2019

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Papers citing "Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy"

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Title
Quick and Easy Time Series Generation with Established Image-based GANs Eoin Brophy Zhengwei Wang T. Ward AI4TS 41 40 0 14 Feb 2019
A Layer-Based Sequential Framework for Scene Generation with GANs Mehmet Özgür Türkoglu William Thong Luuk J. Spreeuwers Berkay Kicanaoglu GAN 46 37 0 02 Feb 2019
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks Dan Li Dacheng Chen Lei Shi Baihong Jin Jonathan Goh See-Kiong Ng 77 774 0 15 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 586 10,561 0 12 Dec 2018
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation Matteo Tomei Marcella Cornia Lorenzo Baraldi Rita Cucchiara DiffM 99 76 0 26 Nov 2018
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation Zhengwei Wang Graham Healy Alan F. Smeaton T. Ward EGVM 68 37 0 10 Nov 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 262 5,394 0 28 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 157 3,728 0 01 Sep 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 85 155 0 12 Jul 2018
The relativistic discriminator: a key element missing from standard GAN Alexia Jolicoeur-Martineau GAN 58 974 0 02 Jul 2018
An empirical study on evaluation metrics of generative adversarial networks Qiantong Xu Gao Huang Yang Yuan Chuan Guo Yu Sun Felix Wu Kilian Q. Weinberger EGVM 63 271 0 19 Jun 2018
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals K. Hartmann R. Schirrmeister T. Ball GAN AI4TS 53 232 0 05 Jun 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 148 3,726 0 21 May 2018
Deep Semantic Hashing with Generative Adversarial Networks Zhaofan Qiu Yingwei Pan Ting Yao Tao Mei GAN 97 82 0 23 Apr 2018
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) Shuang Ma Jianlong Fu Chang Wen Chen Tao Mei GAN 57 154 0 18 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 65 876 0 09 Feb 2018
Generative Image Inpainting with Contextual Attention Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas S. Huang GAN DiffM 94 2,265 0 24 Jan 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 82 470 0 23 Jan 2018
High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks Zeyuan Chen Shaoliang Nie Tianfu Wu Christopher Healey CVBM 44 31 0 23 Jan 2018
Comparative Study on Generative Adversarial Networks Saifuddin Hitawala GAN 62 56 0 12 Jan 2018
A Note on the Inception Score Shane T. Barratt Rishi Sharma EGVM 86 692 0 06 Jan 2018
Eye In-Painting with Exemplar Generative Adversarial Networks Brian Dolhansky Cristian Canton Ferrer GAN 71 109 0 11 Dec 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 123 1,352 0 30 Nov 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 174 3,940 0 30 Nov 2017
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 138 3,553 0 24 Nov 2017
Adversarial Network Embedding Quanyu Dai Qiang Li Jian Tang Dan Wang GNN GAN 67 222 0 21 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 143 7,361 0 27 Oct 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 117 3,051 0 19 Oct 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Yike Guo GAN 45 265 0 21 Jul 2017
Dualing GANs Yujia Li Alex Schwing Kuan-Chieh Wang R. Zemel GAN 52 20 0 19 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 707 131,652 0 12 Jun 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 102 788 0 08 Jun 2017
Spectral Norm Regularization for Improving the Generalizability of Deep Learning Yuichi Yoshida Takeru Miyato 81 334 0 31 May 2017
Good Semi-supervised Learning that Requires a Bad GAN Zihang Dai Zhilin Yang Fan Yang William W. Cohen Ruslan Salakhutdinov GAN 53 483 0 27 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 86 817 0 25 May 2017
A Generative Model of People in Clothing Christoph Lassner Gerard Pons-Moll Peter V. Gehler 3DH 75 228 0 11 May 2017
Geometric GAN Jae Hyun Lim J. C. Ye GAN 64 518 0 08 May 2017
Generative Face Completion Yijun Li Sifei Liu Jimei Yang Ming-Hsuan Yang CVBM 3DH 59 602 0 19 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 207 9,548 0 31 Mar 2017
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 100 1,154 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 125 5,553 0 30 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 58 257 0 21 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 155 2,734 0 02 Mar 2017
Semi-Supervised QA with Generative Domain-Adaptive Nets Zhilin Yang Junjie Hu Ruslan Salakhutdinov William W. Cohen OOD 70 152 0 07 Feb 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 172 4,826 0 26 Jan 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Guo-Jun Qi GAN 59 349 0 23 Jan 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 83 2,109 0 17 Jan 2017
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks Junting Pan Cristian Canton Ferrer Kevin McGuinness Noel E. O'Connor Jordi Torres E. Sayrol Xavier Giró-i-Nieto GAN 82 398 0 04 Jan 2017
Adversarial Deep Structural Networks for Mammographic Mass Segmentation Wentao Zhu Xiang Xiang Trac D. Tran Xiaohui Xie MedIm 45 67 0 18 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 120 2,725 0 10 Dec 2016