Deep Learning Publication Navigator - subtopic: generative adversarial


Year TitleAuthor
2017   SalGAN: Visual Saliency Prediction with Generative Adversarial Networks  J Pan, C Canton, K McGuinness, NE O'Connor
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   Supplementary Material for Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks  L Mescheder, S Nowozin, A Geiger
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   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   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   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   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   Multi-scale multi-class conditional generative adversarial network for handwritten character generation  J Liu, C Gu, J Wang, G Youn, JU Kim 
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   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   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   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   Capturing the diversity of biological tuning curves using generative adversarial networks  T Arakaki, G Barello, Y Ahmadian
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   Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets  L Zhang, A Gooya, AF Frangi
2017   Guiding the training of Generative Adversarial Networks  S Selseng
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   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   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   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   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   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   Generative Adversarial Neural Networks for Pigmented and Non-Pigmented Skin Lesions Detection in Clinical Images  A Udrea, GD Mitra
2017   Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks  Z Erickson, S Chernova, CC Kemp
2017   Generative Adversarial Network For Musical Instrument Tone  IJ Yu
2017   High-Resolution Deep Convolutional Generative Adversarial Networks  JD Curto, IC Zarza, F De La Torre, I King, MR Lyu 
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   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   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   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   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   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   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   Generative Adversarial Networks  S Halbritter
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   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   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   Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks  Y Huo, Z Xu, S Bao, C Bermudez, AJ Plassard, J Liu 
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   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   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   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   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   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   Metric-based Generative Adversarial Network  G Dai, J Xie, Y Fang 
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 Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis  A Kitchen, J Seah
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   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   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   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   Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)  M Fulham
2017   Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks  Y Liu, Z Qin, Z Luo, H Wang
2017   Generative adversarial networks: introduction and outlook  K Wang, C Gou, Y Duan, Y Lin, X Zheng, FY Wang
2017   Multimodal Storytelling via Generative Adversarial Imitation Learning  Z Chen, X Zhang, AP Boedihardjo, J Dai, CT Lu
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   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   High-Quality Face Image SR Using Conditional Generative Adversarial Networks  H Bin, C Weihai, W Xingming, L Chun
2017   Image Reconstruction by Generative Adversarial Networks  M Huang, K Frans, M Tory, J Zhang
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   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   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   Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking  V Vukotic, C Raymond, G Gravier
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   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   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   Generative Adversarial Networks as Variational Training of Energy Based Models  S Zhai, Y Cheng, R Feris, Z Zhang
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   Medical Image Synthesis with Context-Aware Generative Adversarial Networks  D Nie, R Trullo, C Petitjean, S Ruan, D Shen
2015   Conditional generative adversarial nets for convolutional face generation  J Gauthier
2014   Conditional Generative Adversarial Nets  M Mirza, S Osindero
2014   Generative Adversarial Nets  IJ Goodfellow, J Pouget