Year  Title  Author 
2017

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks 
J Pan, C Canton, K McGuinness, NE O'Connor

2017

Perceptual Adversarial Networks for ImagetoImage Transformation 
C Wang, C Xu, C Wang, D Tao

2017

Distributional Adversarial Networks 
C Li, D Alvarez

2017

Semisupervised Semantic Segmentation using Generative Adversarial Networks 
THP Jensen

2017

Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks 
J Son, SJ Park, KH Jung

2017

Deep Semantic Hashing with Generative Adversarial Networks 
Z Qiu, Y Pan, T Yao, T Mei

2017

Towards Understanding the Dynamics of Generative Adversarial Networks 
J Li, A Madry, J Peebles, L Schmidt

2017

Motion Capture Synthesis with Adversarial Learning 
Q Wang, T Artieres

2017

Supplementary Material for Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks 
L Mescheder, S Nowozin, A Geiger

2017

AntiMakeup: Learning A BiLevel Adversarial Network for MakeupInvariant Face Verification 
Y Li, L Song, X Wu, R He, T Tan

2017

Adversarial Discriminative Heterogeneous Face Recognition 
L Song, M Zhang, X Wu, R He

2017

Dual Discriminator Generative Adversarial Nets 
TD Nguyen, T Le, H Vu, D Phung

2017

Effective data generation for imbalanced learning using Conditional Generative Adversarial Networks 
G Douzas, F Bacao

2017

Sharpnessaware Low dose CT denoising using conditional generative adversarial network 
X Yi, P Babyn

2017

VIGAN: Missing View Imputation with Generative Adversarial Networks 
C Shang, A Palmer, J Sun, KS Chen, J Lu, J Bi

2017

Towards the Automatic Anime Characters Creation with Generative Adversarial Networks 
Y Jin, J Zhang, M Li, Y Tian, H Zhu, Z Fang

2017

Ten Classes of Image Recognition Using Generative Adversarial 
C Chan

2017

GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks 
S Yu, H Chen, EBG Reyes, A Center, N Poh

2017

On the Effects of Batch and Weight Normalization in Generative Adversarial Networks 
S Xiang, H Li

2017

Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network 
N Souly, C Spampinato, M Shah

2017

SCAN: Structure Correcting Adversarial Network for Chest Xrays Organ Segmentation 
W Dai, J Doyle, X Liang, H Zhang, N Dong, Y Li

2017

Adversarial Inverse Graphics Networks: Learning 2Dto3D Lifting and ImagetoImage Translation from Unpaired Supervision 
HYF Tung, AW Harley, W Seto, K Fragkiadaki

2017

Semi Supervised Semantic Segmentation Using Generative Adversarial Network 
N Souly, C Spampinato, M Shah

2017

A Continuous Approach to Controllable Text Generation using Generative Adversarial Networks 
DI Helgøy, M Lund

2017

AdversarialPlayground: A Visualization Suite Showing How Adversarial Examples Fool Deep Learning 
AP Norton, Y Qi

2017

Transferring Microscopy Image Modalities with Conditional Generative Adversarial Networks 
L Han, Z Yin

2017

Abnormal Event Detection In Videos Using Generative Adversarial Nets 
M Ravanbakhsh, M Nabi, E Sangineto, L Marcenaro

2017

Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss 
Q Yang, P Yan, Y Zhang, H Yu, Y Shi, X Mou, MK Kalra

2017

Controllable Generative Adversarial Network 
M Lee, J Seok

2017

Metric Learningbased Generative Adversarial Network 
ZY Dou

2017

TensorGenerative Adversarial Network with Twodimensional Sparse Coding: Application to Realtime Indoor Localization 
C Zhu, L Xu, XY Liu, F Qian

2017

Sharp and Real Image SuperResolution Using Generative Adversarial Network 
D Zhang, J Shao, G Hu, L Gao

2017

Generating LowRank Textures via Generative Adversarial Network 
S Zhao, J Li

2017

CyCADA: CycleConsistent Adversarial Domain Adaptation 
J Hoffman, E Tzeng, T Park, JY Zhu, P Isola, K Saenko

2017

Malware Detection Using Deep Transferred Generative Adversarial Networks 
JY Kim, SJ Bu, SB Cho

2017

WeaklySupervised Dual Generative Adversarial Networks for MakeupRemoval 
X Hou, Y Li, T Li

2017

Enabling Imagination: Generative Adversarial NetworkBased Object Finding in Robotic Tasks 
H Che, B Hu, B Ding, H Wang

2017

Incremental Adversarial Domain Adaptation 
M Wulfmeier, A Bewley, I Posner

2017

Simulating Pathorealistic Ultrasound Images using Deep Generative Networks with Adversarial Learning 
F Tom, D Sheet

2017

Multiscale multiclass conditional generative adversarial network for handwritten character generation 
J Liu, C Gu, J Wang, G Youn, JU Kim

2017

Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth 
Y Huo, Z Xu, S Bao, A Assad, RG Abramson

2017

Age Estimation Method Based on Generative Adversarial Networks 
XIN NING, W LI, L SUN

2017

Generating Realistic Chinese Handwriting Characters via Deep Convolutional Generative Adversarial Networks 
C Gu, J Liu, L Kong

2017

MultiModal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets 
K Hausman, Y Chebotar, S Schaal, G Sukhatme, J Lim

2017

Domain Adaptation with Randomized Multilinear Adversarial Networks 
M Long, Z Cao, J Wang, MI Jordan

2017

Stabilizing Training of Generative Adversarial Networks through Regularization 
K Roth, A Lucchi, S Nowozin, T Hofmann

2017

Generative Adversarial Networks Conditioned by Brain Signals 
S Palazzo, C Spampinato, I Kavasidis, D Giordano

2017

Conditional Autoencoders with Adversarial Information Factorization 
A Creswell, AA Bharath, B Sengupta

2017

DPCN: Parallel Convolutional Neural Networks for Image Recognition in Reverse Adversarial Style 
S Yang, G Peng

2017

ACtuAL: ActorCritic Under Adversarial Learning 
A Goyal, NR Ke, A Lamb, RD Hjelm, C Pal, J Pineau

2017

Generative Steganography with Kerckhoffs' Principle based on Generative Adversarial Networks 
Y Ke, M Zhang, J Liu, T Su

2017

Data Augmentation Generative Adversarial Networks 
A Antoniou, A Storkey, H Edwards

2017

Disease Prediction from Electronic Health Records Using Generative Adversarial Networks 
U Hwang, S Choi, S Yoon

2017

Generative Adversarial NetworksBased SemiSupervised Learning for Hyperspectral Image Classification 
Z He, H Liu, Y Wang, J Hu

2017

Multiplicative Noise Channel in Generative Adversarial Networks 
X Di, P Yu

2017

MaxBoostGAN: Max Operation to Boost Generative Ability of Generative Adversarial Networks 
X Di, P Yu

2017

Face Generation for LowShot Learning Using Generative Adversarial Networks 
J Choe, S Park, K Kim, J Hyun Park, D Kim, H Shim

2017

Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks 
N Bayramoglu, M Kaakinen, L Eklund, J Heikkila

2017

Creating Roadmaps in Aerial Images With Generative Adversarial Networks and SmoothingBased Optimization 
D Costea, A Marcu, E Slusanschi, M Leordeanu

2017

Doubly Stochastic Adversarial Autoencoder 
M Azarafrooz

2017

An Adversarial Hierarchical Hidden Markov Model for Human Pose Modeling and Generation 
R Zhao, Q Ji

2017

Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in … 
A Lahiri, K Ayush, PK Biswas, P Mitra

2017

Temporal Generative Adversarial Nets with Singular Value Clipping 
M Saito, E Matsumoto, S Saito

2017

Deep Adversarial Robustness 
D Liang, P Hayes, A Althoff

2017

Capturing the diversity of biological tuning curves using generative adversarial networks 
T Arakaki, G Barello, Y Ahmadian

2017

Learning Independent Features with Adversarial Nets for Nonlinear ICA 
P Brakel, Y Bengio

2017

Face Transfer with Generative Adversarial Network 
R Xu, Z Zhou, W Zhang, Y Yu

2017

CMGANs: Crossmodal Generative Adversarial Networks for Common Representation Learning 
Y Peng, J Qi, Y Yuan

2017

Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution 
D Mahapatra

2017

Generative Adversarial Reservoirs for natural video prediction 
JJ Hintz

2017

ZipNetGAN: Inferring Finegrained Mobile Traffic Patterns via a Generative Adversarial Neural Network 
C Zhang, X Ouyang, P Patras

2017

Robust Speech Recognition Using Generative Adversarial Networks 
A Sriram, H Jun, Y Gaur, S Satheesh

2017

Generative Adversarial Networks for Change Detection in Multispectral Imagery 
M Gong, X Niu, P Zhang, Z Li

2017

Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data 
D Marmanis, W Yao, F Adam, M Datcu, P Reinartz

2017

Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System 
J Zhang, Z Shi

2017

Adversarial PoseNet: A Structureaware Convolutional Network for Human Pose Estimation 
Y Chen, C Shen, XS Wei, L Liu, J Yang

2017

Using image quality metrics to identify adversarial imagery for deep learning networks 
J Harguess, J Miclat, J Raheema

2017

Semisupervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets 
L Zhang, A Gooya, AF Frangi

2017

Adversarial Image Synthesis for Unpaired Multimodal Cardiac Data 
A Chartsias, T Joyce, R Dharmakumar, SA Tsaftaris

2017

Guiding the training of Generative Adversarial Networks 
S Selseng

2017

Adversarial Networks for Spatial ContextAware Spectral Image Reconstruction from RGB 
A Alvarez

2017

Towards Understanding Adversarial Learning for Joint Distribution Matching 
C Li, H Liu, C Chen, Y Pu, L Chen, R Henao, L Carin

2017

Learning Loss for Knowledge Distillation with Conditional Adversarial Networks 
Z Xu, YC Hsu, J Huang

2017

Compressed Sensing MRI Reconstruction with Cyclic Loss in Generative Adversarial Networks 
TM Quan, T Nguyen

2017

Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis 
D Mahapatra, B Bozorgtabar, S Hewavitharanage

2017

Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks 
Y Hu, E Gibson, T Vercauteren, HU Ahmed

2017

OTGAN: Optimal Transport based Generative Adversarial Network 
SP Singh

2017

Generative Adversarial Dehaze Mapping Nets 
C Li, X Zhao, Z Zhang, S Du

2017

Towards Consistency of Adversarial Training for Generative Models 
M Sinn, A Rawat

2017

Approximation and Convergence Properties of Generative Adversarial Learning 
S Liu, O Bousquet, K Chaudhuri

2017

Efficient trainingimage based geostatistical simulation and inversion using a spatial generative adversarial neural network 
E Laloy, R Hérault, D Jacques, N Linde

2017

Conditional Adversarial Network for Semantic Segmentation of Brain Tumor 
M Rezaei, K Harmuth, W Gierke, T Kellermeier

2017

OptionGAN: Learning Joint RewardPolicy Options using Generative Adversarial Inverse Reinforcement Learning 
P Henderson, WD Chang, PL Bacon, D Meger

2017

MuseGAN: Symbolicdomain Music Generation and Accompaniment with Multitrack Sequential Generative Adversarial Networks 
HW Dong, WY Hsiao, LC Yang, YH Yang

2017

Triangle Generative Adversarial Networks 
Z Gan, L Chen, W Wang, Y Pu, Y Zhang, H Liu, C Li

2017

ClassSplitting Generative Adversarial Networks 
GL Grinblat, LC Uzal, PM Granitto

2017

A study of generative adversarial networks and possible extensions of GANs 
T Zhou

2017

Exploring adversarial images in deep neural networks= Explorando imagens adversárias em redes neurais profundas 
P Tabacof

2017

3D Object Reconstruction from a Single Depth View with Adversarial Learning 
B Yang, H Wen, S Wang, R Clark, A Markham

2017

Crosslanguage Learning with Adversarial Neural Networks 
S Joty, P Nakov, L Màrquez, I Jaradat

2017

Partial Transfer Learning with Selective Adversarial Networks 
Z Cao, M Long, J Wang, MI Jordan

2017

Frame Interpolation Using Generative Adversarial Networks 
M Koren, K Menda, A Sharma

2017

Photoshop 2.0: Generative Adversarial Networks for Photo Editing 
HR Roman, B Yang, M Zhang

2017

Adversarial Variational Optimization of NonDifferentiable Simulators 
G Louppe, K Cranmer

2017

Automatic Liver Segmentation Using an Adversarial ImagetoImage Network 
D Yang, D Xu, SK Zhou, B Georgescu, M Chen, S Grbic

2017

Linear Discriminant Generative Adversarial Networks 
Z Sun, M Ozay, T Okatani

2017

Likelihood Estimation for Generative Adversarial Networks 
H Eghbal

2017

Using Generative Adversarial Networks to Design Shoes: The Preliminary Steps 
J Deverall, J Lee, M Ayala

2017

Face Video SuperResolution with Identity Guided Generative Adversarial Networks 
D Li, Z Wang

2017

GANs for LIFE: Generative Adversarial Networks for Likelihood Free Inference 
V Jethava, D Dubhashi

2017

AttnGAN: FineGrained Text to Image Generation with Attentional Generative Adversarial Networks 
T Xu, P Zhang, Q Huang, H Zhang, Z Gan, X Huang

2017

Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes 
Z Zheng, Z Yu, H Zheng, C Wang, N Wang

2017

Unsupervised Learning for Celllevel Visual Representation in Histopathology Images with Generative Adversarial Networks 
B Hu, Y Tang, EI Chang, Y Fan, M Lai, Y Xu

2017

MMGAN: Manifold Matching Generative Adversarial Network for Generating Images 
N Park, A Anand, JRA Moniz, K Lee, T Chakraborty

2017

SegAN: Adversarial Network with Multiscale $ L_1 $ Loss for Medical Image Segmentation 
Y Xue, T Xu, H Zhang, R Long, X Huang

2017

Language Generation with Recurrent Generative Adversarial Networks without Pretraining 
O Press, A Bar, B Bogin, J Berant, L Wolf

2017

Unsupervised ImagetoImage Translation with Generative Adversarial Networks 
H Dong, P Neekhara, C Wu, Y Guo

2017

Self Adversarial Training for Human Pose Estimation 
CJ Chou, JT Chien, HT Chen

2017

Learning human behaviors from motion capture by adversarial imitation 
J Merel, Y Tassa, S Srinivasan, J Lemmon, Z Wang

2017

Generative Adversarial Neural Networks for Pigmented and NonPigmented Skin Lesions Detection in Clinical Images 
A Udrea, GD Mitra

2017

Learning Loss Functions for Semisupervised Learning via Discriminative Adversarial Networks 
CN Santos, K Wadhawan, B Zhou

2017

SemiSupervised Haptic Material Recognition for Robots using Generative Adversarial Networks 
Z Erickson, S Chernova, CC Kemp

2017

Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks 
J Bradshaw, AGG Matthews, Z Ghahramani

2017

Representation Learning and Adversarial Generation of 3D Point Clouds 
P Achlioptas, O Diamanti, I Mitliagkas, L Guibas

2017

Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks 
M Zhang, KT Ma, JH Lim, Q Zhao, J Feng

2017

Generative Adversarial Network For Musical Instrument Tone 
IJ Yu

2017

Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid 
M Melis, A Demontis, B Biggio, G Brown, G Fumera

2017

Chinese Typeface Transformation with Hierarchical Adversarial Network 
J Chang, Y Gu, Y Zhang

2017

Towards Stable Adversarial Feature Learning for LiDAR based Loop Closure Detection 
L Xu, P Yin, H Luo, Y Liu, J Han

2017

Condition directed Multidomain Adversarial Learning for Loop Closure Detection 
P Yin, Y He, N Liu, J Han

2017

Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning 
Q Wu, P Wang, C Shen, I Reid, A Hengel

2017

DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks 
O Kupyn, V Budzan, M Mykhailych, D Mishkin, J Matas

2017

HighResolution Deep Convolutional Generative Adversarial Networks 
JD Curto, IC Zarza, F De La Torre, I King, MR Lyu

2017

Universal Adversarial Perturbations Against Semantic Image Segmentation 
JH Metzen, MC Kumar, T Brox, V Fischer

2017

AdvKin: An Adversarial Convolutional Network for Kinship Verification 
Q Duan, L Zhang, W Jia

2017

Generative Adversarial Networks: An Overview 
A Creswell, T White, V Dumoulin, K Arulkumaran

2017

Depth and Complexity of Deep Generative Adversarial Networks 
HV Yamazaki, T Yamaguchi

2017

Generative Adversarial Perturbations 
O Poursaeed, I Katsman, B Gao, S Belongie

2017

TVGAN: Generative Adversarial Network Based Thermal to Visible Face Recognition 
T Zhang, A Wiliem, S Yang, BC Lovell

2017

SGAN: An Alternative Training of Generative Adversarial Networks 
T Chavdarova, F Fleuret

2017

Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks 
S Ding, A Wallin

2017

Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal 
J Wang, X Li, L Hui, J Yang

2017

Variational Approaches for AutoEncoding Generative Adversarial Networks 
M Rosca, B Lakshminarayanan, D Warde

2017

GibbsNet: Iterative Adversarial Inference for Deep Graphical Models 
A Lamb, RD Hjelm, Y Ganin, JP Cohen, A Courville

2017

Geometry Guided Adversarial Facial Expression Synthesis 
L Song, Z Lu, R He, Z Sun, T Tan

2017

Eye InPainting with Exemplar Generative Adversarial Networks 
B Dolhansky, CC Ferrer

2017

PacGAN: The power of two samples in generative adversarial networks 
Z Lin, A Khetan, G Fanti, S Oh

2017

Median Filtered Image Restoration and Antiforensics Using Adversarial Networks 
D Kim, HU Jang, SM Mun, S Choi, HK Lee

2017

Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks 
A Sage, E Agustsson, R Timofte, L Van Gool

2017

Stochastic reconstruction of an oolitic limestone by generative adversarial networks 
L Mosser, O Dubrule, MJ Blunt

2017

Decoding brainlike representations with a generative adversarial network 
G St

2017

Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks 
L Mescheder, S Nowozin, A Geiger

2017

DeLiGAN: Generative Adversarial Networks for Diverse and Limited Data 
S Gurumurthy, RK Sarvadevabhatla

2017

Creating Virtual Universes Using Generative Adversarial Networks 
M Mustafa, D Bard, W Bhimji, R Al

2017

Symmetric Variational Autoencoder and Connections to Adversarial Learning 
Y Pu, L Chen, S Dai, W Wang, C Li, L Carin

2017

CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training 
M Kocaoglu, C Snyder, AG Dimakis, S Vishwanath

2017

PartofSpeech Tagging for Twitter with Adversarial Neural Networks 
T Gui, Q Zhang, H Huang, M Peng, X Huang

2017

Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Face Images 
H Zhou, J Sun, Y Yacoob, DW Jacobs

2017

Synthetic Medical Images from Dual Generative Adversarial Networks 
JT Guibas, TS Virdi, PS Li

2017

Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records 
Z Che, Y Cheng, S Zhai, Z Sun, Y Liu

2017

Generative Adversarial Networks for Model Based Reinforcement Learning with Tree Search 
T Xiao, G Kesineni

2017

Accelerated Magnetic Resonance Imaging by Adversarial Neural Network 
O Shitrit, TR Raviv

2017

Joint Optic Disc and Cup Segmentation Using Fully Convolutional and Adversarial Networks 
SM Shankaranarayana, K Ram, K Mitra

2017

Building an Automatic Sprite Generator with Deep Convolutional Generative Adversarial Networks 
L Horsley, D Perez

2017

SSGAN: Secure Steganography Based on Generative Adversarial Networks 
H Shi, J Dong, W Wang, Y Qian, X Zhang

2017

AlignGAN: Learning to Align CrossDomain Images with Conditional Generative Adversarial Networks 
X Mao, Q Li, H Xie

2017

Statistical Parametric Speech Synthesis Using Generative Adversarial Networks Under A Multitask Learning Framework 
S Yang, L Xie, X Chen, X Lou, D Huang, H Li

2017

Improving the robustness of neural networks using Ksupport norm based adversarial training 
SW Akhtar, S Rehman, M Akhtar, MA Khan, F Riaz

2017

Generative Adversarial Networks for Noise Reduction in LowDose CT 
JM Wolterink, T Leiner, MA Viergever, I Isgum

2017

Phase space sampling and operator confidence with generative adversarial networks 
K Mills, I Tamblyn

2017

Protecting Visual Secrets using Adversarial Nets 
N Raval, A Machanavajjhala, LP Cox

2017

Translationaware Semantic Segmentation via Conditional Least Square Generative Adversarial Networks 
M Zhanga, X Hua, L Zhaoa, S Pangb, J Gonga, M Luoa

2017

Binary Generative Adversarial Networks for Image Retrieval 
J Song

2017

NIPS 2016 Tutorial: Generative Adversarial Networks 
I Goodfellow

2017

ANICEMC: Adversarial Training for MCMC 
J Song, S Zhao, S Ermon

2017

Training Adversarial Discriminators for Crosschannel Abnormal Event Detection in Crowds 
M Ravanbakhsh, E Sangineto, M Nabi, N Sebe

2017

Generative Adversarial Networks 
S Halbritter

2017

Supervised Adversarial Domain Adaptation 
S Motiian, Q Jones, G Doretto

2017

Adversarial Invariant Feature Learning 
Q Xie, Z Dai, Y Du, E Hovy, G Neubig

2017

Two TimeScale Update Rule for Generative Adversarial Nets 
H Ramsauer, M Heusel, S Hochreiter, B Nessler

2017

Temporal Coherency based Criteria for Predicting Video Frames using Deep Multistage Generative Adversarial Networks 
P Bhattacharjee, S Das

2017

SemiSupervised Learning for Optical Flow with Generative Adversarial Networks 
WS Lai, JB Huang, MH Yang

2017

Structured Generative Adversarial Networks 
H Zhang, Z Deng, X Liang, J Zhu, EP Xing

2017

Houdini: Democratizing Adversarial Examples 
MM Cisse, Y Adi, N Neverova, J Keshet

2017

Adversarial Examples for Semantic Image Segmentation 
V Fischer, MC Kumar, JH Metzen, T Brox

2017

Adversarial Deep Structured Nets for Mass Segmentation from Mammograms 
W Zhu, X Xiang, TD Tran, GD Hager, X Xie

2017

Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network 
MM Thomas, AG Forbes

2017

ContextAware Generative Adversarial Privacy 
C Huang, P Kairouz, X Chen, L Sankar, R Rajagopal

2017

Biomedical Data Augmentation Using Generative Adversarial Neural Networks 
F Calimeri, A Marzullo, C Stamile, G Terracina

2017

ParallelPathway Generator for Generative Adversarial Networks to Generate HighResolution Natural Images 
Y Okadome, W Wei, T Aizono

2017

How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis 
MJM Chuquicusma, S Hussein, J Burt, U Bagci

2017

Text Generation Based on Generative Adversarial Nets with Latent Variable 
H Wang, Z Qin, T Wan

2017

Training Sequence Generative Adversarial Nets to Compose Music in the abcnotation 
OF Jansen

2017

Manifoldvalued Image Generation with Wasserstein Adversarial Networks 
Z Huang, J Wu, L Van Gool

2017

GANGs: Generative Adversarial Network Games 
FA Oliehoek, R Savani, J Gallego

2017

Imagine it for me: Generative Adversarial Approach for ZeroShot Learning from Noisy Texts 
Y Zhu, M Elhoseiny, B Liu, A Elgammal

2017

Generalization of Deep Neural Networks for Chest Pathology Classification in XRays Using Generative Adversarial Networks 
H Salehinejad, S Valaee, T Dowdell, E Colak, J Barfett

2017

Towards Qualitative Advancement of Underwater Machine Vision with Generative Adversarial Networks 
X Chen, J Yu, S Kong, Z Wu, X Fang, L Wen

2017

Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting DrugInduced Laboratory Test … 
A Yahi, R Vanguri, N Elhadad, NP Tatonetti

2017

Improving Network Robustness against Adversarial Attacks with Compact Convolution 
R Ranjan, S Sankaranarayanan, CD Castillo

2017

Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks 
Y Huo, Z Xu, S Bao, C Bermudez, AJ Plassard, J Liu

2017

Adversarial Inversion: Inverse Graphics with Adversarial Priors 
HYF Tung, A Harley, W Seto, K Fragkiadaki

2017

Adversarial Ranking for Language Generation 
K Lin, D Li, X He, Z Zhang, MT Sun

2017

Controllable Invariance through Adversarial Feature Learning 
Q Xie, Z Dai, Y Du, E Hovy, G Neubig

2017

Adversarial Generation of Natural Language 
S Rajeswar, S Subramanian, F Dutil, C Pal, A Courville

2017

Megapixel Size Image Creation using Generative Adversarial Networks 
M Marchesi

2017

ObjectiveReinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models 
GL Guimaraes, B Sanchez

2017

Weakly Supervised Generative Adversarial Networks for 3D Reconstruction 
JY Gwak, CB Choy, A Garg, M Chandraker, S Savarese

2017

Deep Generative Adversarial Networks for Compressed Sensing Automates MRI 
M Mardani, E Gong, JY Cheng, S Vasanawala

2017

SuperResolution for Overhead Imagery Using DenseNets and Adversarial Learning 
M Bosch, CM Gifford, PA Rodriguez

2017

3DANets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks 
M Ren, L Niu, Y Fang

2017

Discriminative Region Proposal Adversarial Networks for HighQuality ImagetoImage Translation 
C Wang, H Zheng, Z Yu, Z Zheng, Z Gu, B Zheng

2017

Attentive Generative Adversarial Network for Raindrop Removal from a Single Image 
R Qian, RT Tan, W Yang, J Su, J Liu

2017

StarGAN: Unified Generative Adversarial Networks for MultiDomain ImagetoImage Translation 
Y Choi, M Choi, M Kim, JW Ha, S Kim, J Choo

2017

In2I: Unsupervised MultiImagetoImage Translation Using Generative Adversarial Networks 
P Perera, M Abavisani, VM Patel

2017

Adversarial Networks for Prostate Cancer Detection 
S Kohl, D Bonekamp, HP Schlemmer, K Yaqubi

2017

Differential Generative Adversarial Networks: Synthesizing Nonlinear Facial Variations with Limited Number of Training Data 
G Gu, ST Kim, K Kim, WJ Baddar, YM Ro

2017

IVEGAN: Invariant Encoding Generative Adversarial Networks 
R Winter, DA Clevert

2017

Personalized and Occupationalaware Age Progression by Generative Adversarial Networks 
S Zhou, W Zhao, J Feng, H Lai, Y Pan, J Yin, S Yan

2017

Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery 
M Mardani, H Monajemi, V Papyan, S Vasanawala

2017

Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery 
T Schlegl, P Seeböck, SM Waldstein, U Schmidt

2017

Global versus Localized Generative Adversarial Nets 
GJ Qi, L Zhang, H Hu

2017

Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network 
A Lahiri, A Jain, PK Biswas, P Mitra

2017

How Generative Adversarial Nets and its variants Work: An Overview of GAN 
Y Hong, U Hwang, J Yoo, S Yoon

2017

Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition 
C Donahue, B Li, R Prabhavalkar

2017

Frame Interpolation with MultiScale Deep Loss Functions and Generative Adversarial Networks 
J van Amersfoort, W Shi, A Acosta, F Massa, J Totz

2017

Long Text Generation via Adversarial Training with Leaked Information 
J Guo, S Lu, H Cai, W Zhang, Y Yu, J Wang

2017

Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks 
Y Saito, S Takamichi, H Saruwatari

2017

Creating Turbulent Flow Realizations with Generative Adversarial Networks 
R King, P Graf, M Chertkov

2017

Addressing Challenging Place Recognition Tasks using Generative Adversarial Networks 
Y Latif, R Garg, M Milford, I Reid

2017

Learning to Generate TimeLapse Videos Using MultiStage Dynamic Generative Adversarial Networks 
W Xiong, W Luo, L Ma, W Liu, J Luo

2017

Hierarchical Detail Enhancing MeshBased Shape Generation with 3D Generative Adversarial Network 
C Jiang, P Marcus

2017

Generative adversarial networkbased glottal waveform model for statistical parametric speech synthesis 
B Bollepalli, L Juvela, P Alku

2017

Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation 
T Neff, C Payer, D Štern, M Urschler

2017

Semantic Image Synthesis via Adversarial Learning 
H Dong, S Yu, C Wu, Y Guo

2017

EndtoEnd Differentiable Adversarial Imitation Learning 
N Baram, O Anschel, I Caspi, S Mannor

2017

Generative Adversarial Models for People Attribute Recognition in Surveillance 
F Matteo, S Calderara, R Cucchiara

2017

Wasserstein generative adversarial networks 
M Arjovsky, S Chintala, L Bottou

2017

Stabilizing Adversarial Nets With Prediction Methods 
A Yadav, S Shah, Z Xu, D Jacobs, T Goldstein

2017

Synthetic Aperture Radar Image Synthesis by Using Generative Adversarial Nets 
J Guo, B Lei, C Ding, Y Zhang

2017

Continual Learning in Generative Adversarial Nets 
A Seff, A Beatson, D Suo, H Liu

2017

LOGAN: Evaluating Privacy Leakage of Generative Models Using Generative Adversarial Networks 
J Hayes, L Melis, G Danezis, E De Cristofaro

2017

Semantically Decomposing the Latent Spaces of Generative Adversarial Networks 
C Donahue, A Balsubramani, J McAuley, ZC Lipton

2017

PrivacyPreserving Adversarial Networks 
A Tripathy, Y Wang, P Ishwar

2017

Learning to Attack: Adversarial Transformation Networks 
S Baluja, I Fischer

2017

Metricbased Generative Adversarial Network 
G Dai, J Xie, Y Fang

2017

Adversarial learning to eliminate systematic errors: a case study in High Energy Physics 
V Estrade, C Germain, I Guyon, D Rousseau

2017

Face Aging with Contextual Generative Adversarial Nets 
S Liu, Y Sun, D Zhu, R Bao, W Wang, X Shu, S Yan

2017

Language and Noise Transfer in Speech Enhancement Generative Adversarial Network 
S Pascual, M Park, J Serrà, A Bonafonte, KH Ahn

2017

Coverless Information Hiding Based on Generative adversarial networks 
M Liu, M Zhang, J Liu, Y Zhang, Y Ke

2017

On the Effectiveness of Least Squares Generative Adversarial Networks 
X Mao, Q Li, H Xie, RYK Lau, Z Wang, SP Smolley

2017

Deep Adversarial 3D Shape Net 
C Lin, D Liu, A Kelly

2017

Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis 
A Kitchen, J Seah

2017

Improved Adversarial Systems for 3D Object Generation and Reconstruction 
E Smith, D Meger

2017

Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks 
T Kim, B Kim, M Cha, J Kim

2017

ModelFree Renewable Scenario Generation Using Generative Adversarial Networks 
Y Chen, Y Wang, D Kirschen, B Zhang

2017

Crosslanguage Learning with Adversarial Neural Networks: Application to Community Question Answering 
S Joty, P Nakov, L Màrquez, I Jaradat

2017

Perceptual Generative Adversarial Networks for Small Object Detection 
J Li, X Liang, Y Wei, T Xu, J Feng, S Yan

2017

Interactive 3D Modeling with a Generative Adversarial Network 
J Liu, F Yu, T Funkhouser

2017

Stable Distribution Alignment Using the Dual of the Adversarial Distance 
B Usman, K Saenko, B Kulis

2017

druGAN: an advanced generative adversarial autoencoder model for denovo generation of new molecules with desired molecular properties in silico 
A Kadurin, S Nikolenko, K Khrabrov, A Aliper

2017

On the Possibility of Conditional Adversarial Networks for SAR Template Generation 
N Merkle, P Fischer, S Auer, R Müller

2017

AEGAN: adversarial eliminating with GAN 
S Shen, G Jin, K Gao, Y Zhang

2017

Generative Adversarial Network based on Resnet for Conditional Image Restoration 
M Wang, H Li, F Li

2017

Freehand Ultrasound Image Simulation with SpatiallyConditioned Generative Adversarial Networks 
Y Hu, E Gibson, LL Lee, W Xie, DC Barratt

2017

News text generation with adversarial deep learning 
F Månsson, F Månsson

2017

Synthesis of Positron Emission Tomography (PET) Images via Multichannel Generative Adversarial Networks (GANs) 
M Fulham

2017

Adversarial Training and Dilated Convolutions for Brain MRI Segmentation 
JPW Pluim

2017

CAN: Creative Adversarial Networks, Generating" Art" by Learning About Styles and Deviating from Style Norms 
A Elgammal, B Liu, M Elhoseiny, M Mazzone

2017

Hiding in Plain Sight: Adversarial Neural Net Facial Recognition 
C Qian, D Dobkin

2017

Autopainter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks 
Y Liu, Z Qin, Z Luo, H Wang

2017

Masquer Hunter: Adversarial Occlusionaware Face Detection 
Y Chen, L Song, R He

2017

Microscopy Cell Segmentation via Adversarial Neural Networks 
A Arbelle, TR Raviv

2017

Generative adversarial networks: introduction and outlook 
K Wang, C Gou, Y Duan, Y Lin, X Zheng, FY Wang

2017

Stylized Adversarial AutoEncoder for Image Generation 
Y Zhao, B Deng, J Huang, H Lu, XS Hua

2017

Understanding How Adversarial Noise Affects Single Image Classification 
A Adate, R Saxena

2017

Adversarial Learning of StructureAware Fully Convolutional Networks for Landmark Localization 
Y Chen, C Shen, XS Wei, L Liu, J Yang

2017

Countering Adversarial Images using Input Transformations 
C Guo, M Rana, M Cisse, L van der Maaten

2017

Multimodal Storytelling via Generative Adversarial Imitation Learning 
Z Chen, X Zhang, AP Boedihardjo, J Dai, CT Lu

2017

Disguise Adversarial Networks for Clickthrough Rate Prediction 
Y Deng, Y Shen, H Jin

2017

Tag Disentangled Generative Adversarial Networks for Object Image Rerendering 
C Wang, C Wang, C Xu, D Tao

2017

Generative Adversarial Networkbased Synthesis of Visible Faces from Polarimetric Thermal Faces 
H Zhang, VM Patel, BS Riggan, S Hu

2017

Speechbased Diagnosis of Autism Spectrum Condition by Generative Adversarial Network Representations 
J Deng, N Cummins, M Schmi, K Qian, F Ringeval

2017

Generative Adversarial Networks for Visual Object Detection 
D Kislyuk

2017

Sociallycompliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning 
L Tai, J Zhang, M Liu, W Burgard

2017

Conditional Generative Adversarial Networks for Speech Enhancement and NoiseRobust Speaker Verification 
D Michelsanti, ZH Tan

2017

An endtoend generative adversarial network for crowd counting under complicated scenes 
J Li, H Yang, L Chen, J Li, C Zhi

2017

Using Adversarial Examples in Natural Language Processing 
P Bělohlávek

2017

Generative Adversarial Mapping Networks 
J Guo, G Zhu, J Li

2017

Generative Adversarial Networks with Inverse Transformation Unit 
Z Kong, S Ding

2017

Belief propagation generative adversarial networks 
S Wang

2017

Multiphase Offline Signature Verification System Using Deep Convolutional Generative Adversarial Networks 
Z Zhang, X Liu, Y Cui

2017

Adversarial Examples Generation and Defense Based on Generative Adversarial Network 
F Xia, R Liu

2017

Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN 
H Lee, S Han, J Lee

2017

CaloGAN: Simulating 3D High Energy Particle Showers in MultiLayer Electromagnetic Calorimeters with Generative Adversarial Networks 
M Paganini, L de Oliveira, B Nachman

2017

Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks 
J Chang, S Scherer

2017

Adversarial Image Alignment and Interpolation 
V Jain

2017

HighQuality Face Image SR Using Conditional Generative Adversarial Networks 
H Bin, C Weihai, W Xingming, L Chun

2017

Variance Regularizing Adversarial Learning 
K Grewal, RD Hjelm, Y Bengio

2017

Image Reconstruction by Generative Adversarial Networks 
M Huang, K Frans, M Tory, J Zhang

2017

Adversarial Advantage ActorCritic Model for TaskCompletion Dialogue Policy Learning 
B Peng, X Li, J Gao, J Liu, YN Chen, KF Wong

2017

Tensorizing Generative Adversarial Nets 
X Cao, Q Zhao

2017

SVSGAN: Singing Voice Separation via Generative Adversarial Network 
ZC Fan, YL Lai, JSR Jang

2017

Generative Adversarial Source Separation 
C Subakan, P Smaragdis

2017

Implicit Manifold Learning on Generative Adversarial Networks 
KYC Lui, Y Cao, M Gazeau, KS Zhang

2017

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks 
H Zhang, T Xu, H Li, S Zhang, X Wang, X Huang

2017

Adversarial Network Bottleneck Features for Noise Robust Speaker Verification 
H Yu, ZH Tan, Z Ma, J Guo

2017

Adversarial Feature Matching for Text Generation 
Y Zhang, Z Gan, K Fan, Z Chen, R Henao, D Shen

2017

Generate IdentityPreserving Faces by Generative Adversarial Networks 
Z Li, Y Luo

2017

An Online Learning Approach to Generative Adversarial Networks 
P Grnarova, KY Levy, A Lucchi, T Hofmann, A Krause

2017

MultiGenerator Gernerative Adversarial Nets 
Q Hoang, TD Nguyen, T Le, D Phung

2017

Adversarial Divergences are Good Task Losses for Generative Modeling 
G Huang, G Gidel, H Berard, A Touati, S Lacoste

2017

Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks 
MO Vertolli, J Davies

2017

Parametrization and Generation of Geological Models with Generative Adversarial Networks 
S Chan, AH Elsheikh

2017

Probabilistic Generative Adversarial Networks 
H Eghbal

2017

A generative adversarial framework for positiveunlabeled classification 
M Hou, Q Zhao, C Li, B Chaib

2017

Object Discovery By Generative Adversarial & Ranking Networks 
A Diba, V Sharma, R Stiefelhagen, L Van Gool

2017

Sketchbased Image Retrieval using Generative Adversarial Networks 
L Guo, J Liu, Y Wang, Z Luo, W Wen, H Lu

2017

STGAN: Unsupervised Facial Image Semantic Transformation Using Generative Adversarial Networks 
J Zhang, F Zhong, G Cao, X Qin

2017

Spheroid Segmentation using Multiscale Deep Adversarial Networks 
SK Sadanandan, J Karlsson, C Wählby

2017

Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking 
V Vukotic, C Raymond, G Gravier

2017

Alleviating adversarial attacks via convolutional autoencoder 
W Bai, C Quan, Z Luo

2017

Unsupervised crossmodal retrieval through adversarial learning 
L He, X Xu, H Lu, Y Yang, F Shen, HT Shen

2017

Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder 
Y Zhou, BE Shi

2017

Adversarial nets with perceptual losses for texttoimage synthesis 
M Cha, Y Gwon, HT Kung

2017

Simultaneously ColorDepth SuperResolution with Conditional Generative Adversarial Network 
L Zhao, J Liang, H Bai, A Wang, Y Zhao

2017

Automatic manga colorization with color style by generative adversarial nets 
Y Kataoka, T Matsubara, K Uehara

2017

MCMC based Generative Adversarial Networks for Handwritten Numeral Augmentation 
H Zhang, C Luo, X Yu, P Ren

2016

Generating images with recurrent adversarial networks 
DJ Im, CD Kim, H Jiang, R Memisevic

2016

Associative Adversarial Networks 
T Arici, A Celikyilmaz

2016

SemiSupervised Learning with ContextConditional Generative Adversarial Networks 
E Denton, S Gross, R Fergus

2016

StackGAN: Text to Photorealistic Image Synthesis with Stacked Generative Adversarial Networks 
H Zhang, T Xu, H Li, S Zhang, X Huang, X Wang

2016

Practical BlackBox Attacks against Deep Learning Systems using Adversarial Examples 
N Papernot, P McDaniel, I Goodfellow, S Jha

2016

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient 
L Yu, W Zhang, J Wang, Y Yu

2016

Multiclass Generative Adversarial Networks with the L2 Loss Function 
X Mao, Q Li, H Xie, RYK Lau, Z Wang

2016

Generative Adversarial Text to Image Synthesis 
S Reed, Z Akata, X Yan, L Logeswaran, B Schiele

2016

On The Integrity Of Deep Learning Systems In Adversarial Settings 
N Papernot

2016

Generative Image Modeling using Style and Structure Adversarial Networks 
X Wang, A Gupta

2016

Generative Adversarial Networks as Variational Training of Energy Based Models 
S Zhai, Y Cheng, R Feris, Z Zhang

2016

Adversarial Feature Learning 
J Donahue, P Krähenbühl, T Darrell

2016

Learning from Simulated and Unsupervised Images through Adversarial Training 
A Shrivastava, T Pfister, O Tuzel, J Susskind, W Wang

2016

Generating Images Part by Part with Composite Generative Adversarial Networks 
H Kwak, BT Zhang

2016

SADGAN: Synthetic Autonomous Driving using Generative Adversarial Networks 
A Ghosh, B Bhattacharya, SBR Chowdhury

2016

Precomputed RealTime Texture Synthesis with Markovian Generative Adversarial Networks 
C Li, M Wand

2016

PhotoRealistic Single Image SuperResolution Using a Generative Adversarial Network 
C Ledig, L Theis, F Huszar, J Caballero, A Aitken

2016

Adversarial Ladder Networks 
JM Molano, AA Colomer, RP Palacios

2016

Medical Image Synthesis with ContextAware Generative Adversarial Networks 
D Nie, R Trullo, C Petitjean, S Ruan, D Shen

2016

Virtual Adversarial Training for SemiSupervised Text Classification 
T Miyato, AM Dai, I Goodfellow

2015

Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks 
E Denton, S Chintala, A Szlam, R Fergus

2015

Improving BackPropagation by Adding an Adversarial Gradient 
A Nøkland

2015

Conditional generative adversarial nets for convolutional face generation 
J Gauthier

2015

The Limitations of Deep Learning in Adversarial Settings 
N Papernot, P McDaniel, S Jha, M Fredrikson, ZB Celik

2015

Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks 
N Papernot, P McDaniel, X Wu, S Jha, A Swami

2015

Adversarial Autoencoders 
A Makhzani, J Shlens, N Jaitly, I Goodfellow

2014

Conditional Generative Adversarial Nets 
M Mirza, S Osindero

2014

Generative Adversarial Nets 
IJ Goodfellow, J Pouget

2014

Towards Deep Neural Network Architectures Robust to Adversarial Examples 
S Gu, L Rigazio
