Deep Learning Publication Navigator - subtopic: generative adversarial networks


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   Effective data generation for imbalanced learning using Conditional Generative Adversarial Networks  G Douzas, F Bacao
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   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   Transferring Microscopy Image Modalities with Conditional Generative Adversarial Networks  L Han, Z Yin
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   Capturing the diversity of biological tuning curves using generative adversarial networks  T Arakaki, G Barello, Y Ahmadian
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   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   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   Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks  Z Erickson, S Chernova, CC Kemp
2017   Depth and Complexity of Deep Generative Adversarial Networks  HV Yamazaki, T Yamaguchi
2017   Variational Approaches for Auto-Encoding Generative Adversarial Networks  M Rosca, B Lakshminarayanan, D Warde
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   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   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   Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery  T Schlegl, P Seeböck, SM Waldstein, U Schmidt
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   Wasserstein generative adversarial networks  M Arjovsky, S Chintala, L Bottou
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   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   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   Tag Disentangled Generative Adversarial Networks for Object Image Re-rendering  C Wang, C Wang, C Xu, D Tao
2017   Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification  D Michelsanti, ZH Tan
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   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   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   Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking  V Vukotic, C Raymond, G Gravier
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   Multi-class Generative Adversarial Networks with the L2 Loss Function  X Mao, Q Li, H Xie, RYK Lau, Z Wang
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   Medical Image Synthesis with Context-Aware Generative Adversarial Networks  D Nie, R Trullo, C Petitjean, S Ruan, D Shen