Deep Learning Publication Navigator - subtopic: adversarial


Year TitleAuthor
2017   SalGAN: Visual Saliency Prediction with Generative Adversarial Networks  J Pan, C Canton, K McGuinness, NE O'Connor
2017   Perceptual Adversarial Networks for Image-to-Image Transformation  C Wang, C Xu, C Wang, D Tao
2017   Distributional Adversarial Networks  C Li, D Alvarez
2017   Semi-supervised 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   Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant 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   Sharpness-aware 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 X-rays Organ Segmentation  W Dai, J Doyle, X Liang, H Zhang, N Dong, Y Li
2017   Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image-to-Image 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   Adversarial-Playground: 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 Learning-based Generative Adversarial Network  ZY Dou 
2017   Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization  C Zhu, L Xu, XY Liu, F Qian 
2017   Sharp and Real Image Super-Resolution Using Generative Adversarial Network  D Zhang, J Shao, G Hu, L Gao 
2017   Generating Low-Rank Textures via Generative Adversarial Network  S Zhao, J Li 
2017   CyCADA: Cycle-Consistent 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   Weakly-Supervised Dual Generative Adversarial Networks for Makeup-Removal  X Hou, Y Li, T Li 
2017   Enabling Imagination: Generative Adversarial Network-Based 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 Patho-realistic Ultrasound Images using Deep Generative Networks with Adversarial Learning  F Tom, D Sheet 
2017   Multi-scale multi-class 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   Multi-Modal 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   D-PCN: Parallel Convolutional Neural Networks for Image Recognition in Reverse Adversarial Style  S Yang, G Peng 
2017   ACtuAL: Actor-Critic 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 Networks-Based Semi-Supervised 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   Max-Boost-GAN: Max Operation to Boost Generative Ability of Generative Adversarial Networks  X Di, P Yu 
2017   Face Generation for Low-Shot 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 Smoothing-Based 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 Non-linear ICA  P Brakel, Y Bengio 
2017   Face Transfer with Generative Adversarial Network  R Xu, Z Zhou, W Zhang, Y Yu 
2017   CM-GANs: Cross-modal 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   ZipNet-GAN: Inferring Fine-grained 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 Structure-aware 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   Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets  L Zhang, A Gooya, AF Frangi
2017   Adversarial Image Synthesis for Unpaired Multi-modal 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 Context-Aware 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   OT-GAN: 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 training-image 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 Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning  P Henderson, WD Chang, PL Bacon, D Meger
2017   MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track 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   Class-Splitting 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   Cross-language 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 Non-Differentiable Simulators  G Louppe, K Cranmer
2017   Automatic Liver Segmentation Using an Adversarial Image-to-Image 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 Super-Resolution 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: Fine-Grained 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 Cell-level 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 Multi-scale $ 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 Pre-training  O Press, A Bar, B Bogin, J Berant, L Wolf
2017   Unsupervised Image-to-Image 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 Non-Pigmented Skin Lesions Detection in Clinical Images  A Udrea, GD Mitra
2017   Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks  CN Santos, K Wadhawan, B Zhou
2017   Semi-Supervised 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 Multi-domain 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   High-Resolution 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   Adv-Kin: 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   TV-GAN: 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 Auto-Encoding 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 In-Painting 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 Anti-forensics 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 brain-like 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   Part-of-Speech 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 Cross-Domain Images with Conditional Generative Adversarial Networks  X Mao, Q Li, H Xie
2017   Statistical Parametric Speech Synthesis Using Generative Adversarial Networks Under A Multi-task Learning Framework  S Yang, L Xie, X Chen, X Lou, D Huang, H Li
2017   Improving the robustness of neural networks using K-support norm based adversarial training  SW Akhtar, S Rehman, M Akhtar, MA Khan, F Riaz
2017   Generative Adversarial Networks for Noise Reduction in Low-Dose 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   Translation-aware 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   A-NICE-MC: Adversarial Training for MCMC  J Song, S Zhao, S Ermon
2017   Training Adversarial Discriminators for Cross-channel 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 Time-Scale 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 Multi-stage Generative Adversarial Networks  P Bhattacharjee, S Das 
2017   Semi-Supervised 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   Context-Aware 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   Parallel-Pathway Generator for Generative Adversarial Networks to Generate High-Resolution 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 abc-notation  OF Jansen
2017   Manifold-valued 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 Zero-Shot Learning from Noisy Texts  Y Zhu, M Elhoseiny, B Liu, A Elgammal 
2017   Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays 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 Drug-Induced 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   Objective-Reinforced 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   Super-Resolution for Overhead Imagery Using DenseNets and Adversarial Learning  M Bosch, CM Gifford, PA Rodriguez 
2017   3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks  M Ren, L Niu, Y Fang 
2017   Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image 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 Multi-Domain Image-to-Image Translation  Y Choi, M Choi, M Kim, JW Ha, S Kim, J Choo 
2017   In2I: Unsupervised Multi-Image-to-Image 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 Non-linear Facial Variations with Limited Number of Training Data  G Gu, ST Kim, K Kim, WJ Baddar, YM Ro 
2017   IVE-GAN: Invariant Encoding Generative Adversarial Networks  R Winter, DA Clevert 
2017   Personalized and Occupational-aware 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 Multi-Scale 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 Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks  W Xiong, W Luo, L Ma, W Liu, J Luo
2017   Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network  C Jiang, P Marcus
2017   Generative adversarial network-based 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   End-to-End 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   Privacy-Preserving Adversarial Networks  A Tripathy, Y Wang, P Ishwar 
2017   Learning to Attack: Adversarial Transformation Networks  S Baluja, I Fischer
2017   Metric-based 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   Model-Free Renewable Scenario Generation Using Generative Adversarial Networks  Y Chen, Y Wang, D Kirschen, B Zhang
2017   Cross-language 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 de-novo 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   AE-GAN: 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 Spatially-Conditioned 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 Multi-channel 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   Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks  Y Liu, Z Qin, Z Luo, H Wang
2017   Masquer Hunter: Adversarial Occlusion-aware 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 Structure-Aware 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 Click-through Rate Prediction  Y Deng, Y Shen, H Jin
2017   Tag Disentangled Generative Adversarial Networks for Object Image Re-rendering  C Wang, C Wang, C Xu, D Tao
2017   Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces  H Zhang, VM Patel, BS Riggan, S Hu
2017   Speech-based 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   Socially-compliant 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 Noise-Robust Speaker Verification  D Michelsanti, ZH Tan
2017   An end-to-end 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   Multi-phase 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 Multi-Layer 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   High-Quality 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 Actor-Critic Model for Task-Completion 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 Identity-Preserving 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   Multi-Generator 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 positive-unlabeled 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   Sketch-based Image Retrieval using Generative Adversarial Networks  L Guo, J Liu, Y Wang, Z Luo, W Wen, H Lu
2017   ST-GAN: 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 cross-modal 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 text-to-image synthesis  M Cha, Y Gwon, HT Kung
2017   Simultaneously Color-Depth Super-Resolution 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   Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks  E Denton, S Gross, R Fergus
2016   StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks  H Zhang, T Xu, H Li, S Zhang, X Huang, X Wang
2016   Practical Black-Box 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   Multi-class 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   SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks  A Ghosh, B Bhattacharya, SBR Chowdhury
2016   Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks  C Li, M Wand
2016   Photo-Realistic Single Image Super-Resolution 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 Context-Aware Generative Adversarial Networks  D Nie, R Trullo, C Petitjean, S Ruan, D Shen
2016   Virtual Adversarial Training for Semi-Supervised 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 Back-Propagation 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