Generative Adversarial Networks: An Overview

19 October 2017

Anil A Bharath

Papers citing "Generative Adversarial Networks: An Overview"

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Title
Semantic Preserving Generative Adversarial Models Shahar Harel Meir Maor A. Ronen GAN 27 0 0 07 Oct 2019
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 29 83 0 30 Sep 2019
Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition H. Nazki Sook Yoon A. Fuentes D. Park GAN MedIm 21 152 0 26 Sep 2019
Synthesis of Realistic ECG using Generative Adversarial Networks Anne Marie Delaney Eoin Brophy T. Ward 32 79 0 19 Sep 2019
Normalizing Flows: An Introduction and Review of Current Methods I. Kobyzev S. Prince Marcus A. Brubaker TPM MedIm 11 57 0 25 Aug 2019
PolyGAN: High-Order Polynomial Generators Grigorios G. Chrysos Stylianos Moschoglou Yannis Panagakis S. Zafeiriou GAN 11 18 0 19 Aug 2019
Generative Adversarial Networks (GAN) for compact beam source modelling in Monte Carlo simulations David Sarrut N. Krah J. Létang GAN 14 23 0 31 Jul 2019
Generative Adversarial Network for Handwritten Text Bo Ji Tianyi Chen GAN 8 26 0 27 Jul 2019
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data Zheng Gao Lin Guo Chi Ma Xiao Ma Kai Sun Hang Xiang Xiaoqiang Zhu Hongsong Li Xiaozhong Liu 19 5 0 12 Jul 2019
Adversarial Learning for Improved Onsets and Frames Music Transcription Jong Wook Kim J. P. Bello 11 48 0 20 Jun 2019
Recent Advances of Image Steganography with Generative Adversarial Networks Jia-Wei Liu Yan Ke Yu-Zhou Lei Zhuo Zhang Jun Li Peng Luo Minqing Zhang Xiaoyuan Yang GAN 34 69 0 18 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 29 90 0 04 Jun 2019
A Variational Approach for Learning from Positive and Unlabeled Data Hui Chen Fangqing Liu Yin Wang Liyue Zhao Hao Wu 4 4 0 03 Jun 2019
Unsupervised Learning of Anomaly Detection from Contaminated Image Data using Simultaneous Encoder Training Amanda Berg Jörgen Ahlberg M. Felsberg 22 28 0 27 May 2019
Generative adversarial network based on chaotic time series Makoto Naruse Takashi Matsubara N. Chauvet Kazutaka Kanno Tianyu Yang Atsushi Uchida AI4TS GAN 20 19 0 24 May 2019
ReshapeGAN: Object Reshaping by Providing A Single Reference Image Ziqiang Zheng Yang Wu Zhibin Yu Yang Yang Haiyong Zheng T. Kanade GAN 21 0 0 16 May 2019
BS-Nets: An End-to-End Framework For Band Selection of Hyperspectral Image Yaoming Cai Xiaobo Liu Z. Cai 6 189 0 17 Apr 2019
Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data Zixing Zhang Jing Han Kun Qian C. Janott Yanan Guo Bjoern Schuller 6 41 0 29 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 12 15 0 16 Mar 2019
Voice command generation using Progressive Wavegans Thomas Wiest N. Cummins Alice Baird Simone Hantke J. Dineley Björn Schuller GAN 17 1 0 13 Mar 2019
Deep Adversarial Network Alignment Tyler Derr Hamid Karimi Xiaorui Liu Jiejun Xu Jiliang Tang FedML GAN 11 48 0 27 Feb 2019
GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems Ankit Raj Yuqi Li Y. Bresler 16 6 0 26 Feb 2019
DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet Meiyu Li Hailiang Tang M. Chan Xiaobo Zhou Xiaohua Qian MedIm AI4CE 20 51 0 16 Feb 2019
View Invariant 3D Human Pose Estimation Guoqiang Wei Cuiling Lan Wenjun Zeng Zhibo Chen 3DH 15 43 0 30 Jan 2019
Harnessing GANs for Zero-shot Learning of New Classes in Visual Speech Recognition Yaman Kumar Singla Dhruva Sahrawat Shubham Maheshwari Debanjan Mahata Amanda Stent Yifang Yin R. Shah Roger Zimmermann VLM 13 12 0 29 Jan 2019
Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection S. Akçay Amir Atapour-Abarghouei T. Breckon UQCV 44 373 0 25 Jan 2019
Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination Adriano Soares Koshiyama Nikan B. Firoozye Philip C. Treleaven GAN 11 86 0 07 Jan 2019
Embedding-reparameterization procedure for manifold-valued latent variables in generative models Eugene Golikov M. Kretov DRL 11 0 0 06 Dec 2018
Adversarially Learned Anomaly Detection Houssam Zenati Manon Romain Chuan-Sheng Foo Bruno Lecouat V. Chandrasekhar GAN 14 401 0 06 Dec 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 6 1,605 0 25 Nov 2018
Kernel-Based Training of Generative Networks Kalliopi Basioti G. Moustakides E. Psarakis GAN 11 2 0 23 Nov 2018
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 24 1,347 0 15 Nov 2018
Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge Hassan Dashtian Sindhu Padakandla M. Sahimi 19 201 0 08 Nov 2018
Size-Noise Tradeoffs in Generative Networks Bolton Bailey Matus Telgarsky 13 20 0 26 Oct 2018
Adversarial Semantic Scene Completion from a Single Depth Image Yida Wang D. Tan Nassir Navab Federico Tombari 3DPC 19 32 0 25 Oct 2018
Security Matters: A Survey on Adversarial Machine Learning Guofu Li Pengjia Zhu Jin Li Zhemin Yang Ning Cao Zhiyi Chen AAML 18 24 0 16 Oct 2018
Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives Jing Han Zixing Zhang N. Cummins Björn Schuller 28 61 0 21 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,370 0 19 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 18 408 0 13 Sep 2018
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation Minsuk Kahng Nikhil Thorat Duen Horng Chau F. Viégas Martin Wattenberg HAI GAN 18 169 0 05 Sep 2018
A Style-Aware Content Loss for Real-time HD Style Transfer A. Sanakoyeu Dmytro Kotovenko Sabine Lang Bjorn Ommer 27 215 0 26 Jul 2018
Multi-Mapping Image-to-Image Translation with Central Biasing Normalization Xiaoming Yu Zhenqiang Ying Thomas Li Shan Liu Ge Li DiffM 18 15 0 26 Jun 2018
Beyond Local Nash Equilibria for Adversarial Networks F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol R. Groß GAN 18 43 0 18 Jun 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 14 537 0 17 Jun 2018
On Low-Resolution Face Recognition in the Wild: Comparisons and New Techniques Pei Li Loreto Prieto Domingo Mery Patrick Flynn CVBM 25 150 0 29 May 2018
Deep Learning with Cinematic Rendering: Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images Faisal Mahmood Richard J. Chen S. Sudarsky Daphne Yu Nicholas J. Durr MedIm 11 43 0 22 May 2018
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks Jacob A. Harer Onur Ozdemir Tomo Lazovich Christopher P. Reale Rebecca L. Russell Louis Y. Kim Peter Chin GAN 8 71 0 18 May 2018
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 37 1,368 0 17 May 2018
Quantum generative adversarial networks Pierre-Luc Dallaire-Demers N. Killoran GAN AI4CE 11 354 0 23 Apr 2018
Real-time Burst Photo Selection Using a Light-Head Adversarial Network Baoyuan Wang Noranart Vesdapunt U. Sinha Lei Zhang 3DH 11 4 0 20 Mar 2018