A Survey on Generative Adversarial Networks: Variants, Applications, and Training

9 June 2020

Xi Li

Papers citing "A Survey on Generative Adversarial Networks: Variants, Applications, and Training"

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Title
Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations Ruijie Wang Luca Rossetto Susan Mérillat Christina Röcke Mike Martin Abraham Bernstein DiffM MedIm 140 0 0 15 Apr 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 232 0 0 27 Mar 2025
TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping Despina Konstantinidou C. Koutlis Symeon Papadopoulos 111 3 0 17 Jan 2025
A Deterministic Sampling Method via Maximum Mean Discrepancy Flow with Adaptive Kernel Yindong Chen Yiwei Wang Lulu Kang Chun Liu 86 2 0 21 Nov 2021
Bangla Handwritten Digit Recognition and Generation Md Fahim Sikder 41 10 0 14 Mar 2021
Using generative adversarial networks to synthesize artificial financial datasets Dmitry Efimov Di Xu Luyang Kong A. Nefedov Archana Anandakrishnan GAN 57 29 0 06 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 95 838 0 20 Jan 2020
PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy Vahid Mirjalili S. Raschka Arun Ross PICV CVBM 47 103 0 02 Jan 2020
It GAN DO Better: GAN-based Detection of Objects on Images with Varying Quality C. Prakash Lina Karam 42 41 0 03 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 293 5,815 0 03 Dec 2019
Physics Informed Data Driven model for Flood Prediction: Application of Deep Learning in prediction of urban flood development Kun Qian Abduallah A. Mohamed Christian G. Claudel AI4CE 43 25 0 23 Aug 2019
Generative Adversarial Network for Handwritten Text Bo Ji Tianyi Chen GAN 30 26 0 27 Jul 2019
Co-Evolutionary Compression for Unpaired Image Translation Han Shu Yunhe Wang Xu Jia Kai Han Hanting Chen Chunjing Xu Qi Tian Chang Xu 47 87 0 25 Jul 2019
Quant GANs: Deep Generation of Financial Time Series Magnus Wiese R. Knobloch R. Korn Peter Kretschmer GAN AI4TS AIFin 70 277 0 15 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 130 543 0 04 Jul 2019
Disentangled Makeup Transfer with Generative Adversarial Network Honglun Zhang Wenqing Chen Hao He Yaohui Jin GAN 50 26 0 02 Jul 2019
A Multi-Pass GAN for Fluid Flow Super-Resolution Maximilian Werhahn You Xie Mengyu Chu Nils Thuerey AI4CE 53 61 0 04 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 111 90 0 04 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 147 1,815 0 02 Jun 2019
GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial Networks Hideaki Hayashi K. Abe S. Uchida GAN 75 53 0 29 May 2019
Mask-Guided Portrait Editing with Conditional GANs Shuyang Gu Jianmin Bao Hao Yang Dong Chen Fang Wen Lu Yuan GAN CVBM 86 135 0 24 May 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 79 284 0 15 May 2019
DRIT++: Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Qi Mao Jia-Bin Huang Yu-Ding Lu Maneesh Kumar Singh Ming-Hsuan Yang DRL 76 781 0 02 May 2019
Appearance and Pose-Conditioned Human Image Generation using Deformable GANs Aliaksandr Siarohin Stéphane Lathuilière E. Sangineto N. Sebe 3DH GAN 47 55 0 30 Apr 2019
Answer-based Adversarial Training for Generating Clarification Questions Sudha Rao Hal Daumé GAN 59 112 0 04 Apr 2019
DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks Prerana Mukherjee Manoj Sharma Megh Makwana Ajay Pratap Singh Avinash Upadhyay Akkshita Trivedi Brejesh Lall S. Chaudhury GAN 25 8 0 02 Apr 2019
Exposing GAN-synthesized Faces Using Landmark Locations Xin Yang Yuezun Li H. Qi Siwei Lyu GAN CVBM 77 108 0 30 Mar 2019
Dual Variational Generation for Low-Shot Heterogeneous Face Recognition Chaoyou Fu Xiang Wu Yibo Hu Huaibo Huang Ran He CVBM 80 73 0 25 Mar 2019
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks A. Duarte Francisco Roldan Miquel Tubau Janna Escur Santiago Pascual Amaia Salvador Eva Mohedano Kevin McGuinness Jordi Torres Xavier Giró-i-Nieto GAN CVBM 61 79 0 25 Mar 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 53 510 0 22 Mar 2019
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction Baris Gecer Stylianos Ploumpis I. Kotsia Stefanos Zafeiriou 3DH CVBM 58 345 0 15 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 76 58 0 09 Feb 2019
End-to-End Single Image Fog Removal using Enhanced Cycle Consistent Adversarial Networks Wei Liu Xianxu Hou Jiang Duan Guoping Qiu 46 87 0 04 Feb 2019
TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation Zihan Ding Xiao-Yang Liu Miao Yin Lingyu Kong GAN 46 27 0 28 Jan 2019
Can Adversarial Networks Hallucinate Occluded People With a Plausible Aspect? Federico Fulgeri Matteo Fabbri S. Alletto Simone Calderara Rita Cucchiara GAN 44 13 0 23 Jan 2019
SteganoGAN: High Capacity Image Steganography with GANs Ke-Yue Zhang Alfredo Cuesta-Infante Lei Xu K. Veeramachaneni GAN 58 212 0 12 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 73 30 0 02 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 586 10,561 0 12 Dec 2018
Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification Jialun Liu GAN OOD 51 25 0 28 Nov 2018
Discovering state-parameter mappings in subsurface models using generative adversarial networks A. Sun GAN AI4CE 45 75 0 30 Oct 2018
Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language Seonghyeon Nam Yunji Kim Seon Joo Kim GAN 76 207 0 29 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 262 5,394 0 28 Sep 2018
Global and Local Consistent Wavelet-domain Age Synthesis Peipei Li Yibo Hu Ran He Zhenan Sun CVBM 68 42 0 20 Sep 2018
Attribute-aware Face Aging with Wavelet-based Generative Adversarial Networks Yunfan Liu Qi Li Zhenan Sun GAN CVBM 87 109 0 18 Sep 2018
Full-body High-resolution Anime Generation with Progressive Structure-conditional Generative Adversarial Networks K. Hamada Kentaro Tachibana Tianqi Li Hiroto Honda Yusuke Uchida GAN 3DH 60 30 0 06 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
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 79 297 0 15 Aug 2018
Paired 3D Model Generation with Conditional Generative Adversarial Networks Cihan Ongun A. Temi̇zel GAN 46 14 0 09 Aug 2018
Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Jia-Bin Huang M. Singh Ming-Hsuan Yang DRL 65 910 0 02 Aug 2018
AlphaGAN: Generative adversarial networks for natural image matting Sebastian Lutz Konstantinos Amplianitis A. Smolic GAN 40 147 0 26 Jul 2018