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  • Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes
  • A Sinogram Inpainting Method based on Generative Adversarial Network for Limited-angle Computed Tomography
  • A Sinogram Inpainting Method based on Generative Adversarial Network for Limited-angle Computed Tomography
  • Generating Adversarial Examples With Conditional Generative Adversarial Net
  • Generating Adversarial Examples With Conditional Generative Adversarial Net
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  • 7 - gan-zoo-4-tsv](https://github.com/hindupuravinash/the-gan-zoo/blob/master/gans.tsv)
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  • Improving MMD-GAN Training with Repulsive Loss Function
  • Deep Convolutional Generative Adversarial Network Based Food Recognition Using Partially Labeled Data
  • Protecting Sensitive Attributes via Generative Adversarial Networks
  • Anime Style Space Exploration Using Metric Learning and Generative Adversarial Networks
  • Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition
  • CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE)
  • Generative Adversarial Networks
  • Conditional Generative Adversarial Nets
  • Generative Adversarial Networks in Estimation of Distribution Algorithms for Combinatorial Optimization
  • Deep multi-scale video prediction beyond mean square error
  • Adversarial Autoencoders
  • Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
  • Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
  • Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks
  • f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
  • Semi-Supervised Learning with Generative Adversarial Networks
  • Generative Adversarial Imitation Learning
  • Generating Images Part by Part with Composite Generative Adversarial Networks
  • Energy-based Generative Adversarial Network
  • Generative Visual Manipulation on the Natural Image Manifold
  • Photo-realistic single image super-resolution using a generative adversarial network
  • SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
  • Contextual RNN-GANs for Abstract Reasoning Diagram Generation
  • Connecting Generative Adversarial Networks and Actor-Critic Methods
  • Generative Adversarial Nets from a Density Ratio Estimation Perspective
  • RenderGAN: Generating Realistic Labeled Data
  • Ways of Conditioning Generative Adversarial Networks
  • Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning
  • Generative Adversarial Networks as Variational Training of Energy Based Models
  • Multi-view Generative Adversarial Networks
  • Unrolled Generative Adversarial Networks
  • A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models
  • GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution
  • Least Squares Generative Adversarial Networks - models](https://github.com/wiseodd/generative-models)]
  • Inverting The Generator Of A Generative Adversarial Network
  • Invertible Conditional GANs for image editing
  • Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks
  • Temporal Generative Adversarial Nets with Singular Value Clipping
  • Texture Synthesis with Spatial Generative Adversarial Networks
  • SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks
  • Handwriting Profiling using Generative Adversarial Networks
  • C-RNN-GAN: Continuous recurrent neural networks with adversarial training
  • Ensembles of Generative Adversarial Networks
  • Message Passing Multi-Agent GANs
  • Mode Regularized Generative Adversarial Networks
  • Improved generator objectives for GANs
  • Generative Adversarial Parallelization
  • Stacked Generative Adversarial Networks
  • MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
  • Modeling documents with Generative Adversarial Networks
  • AdaGAN: Boosting Generative Models
  • Unsupervised Image-to-Image Translation with Generative Adversarial Networks
  • Image Generation and Editing with Variational Info Generative AdversarialNetworks
  • Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks
  • Towards Principled Methods for Training Generative Adversarial Networks
  • Image De-raining Using a Conditional Generative Adversarial Network
  • Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities
  • Imitating Driver Behavior with Generative Adversarial Networks
  • Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro
  • Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit
  • Calibrating Energy-based Generative Adversarial Networks
  • ArtGAN: Artwork Synthesis with Conditional Categorical GANs
  • Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation
  • Precise Recovery of Latent Vectors from Generative Adversarial Networks
  • Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN
  • Unsupervised Diverse Colorization via Generative Adversarial Networks
  • Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently
  • WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images
  • Generative Adversarial Active Learning
  • Maximum-Likelihood Augmented Discrete Generative Adversarial Networks
  • Age Progression/Regression by Conditional Adversarial Autoencoder
  • Boundary-Seeking Generative Adversarial Networks - models](https://github.com/wiseodd/generative-models)  [ekrim/bgan-t](https://github.com/ekrim/bgan-tf)  [rdevon/BGAN](https://github.com/rdevon/BGAN)  [DeepTensors/Boundary-Seeking-GAN](https://github.com/DeepTensors/Boundary-Seeking-GAN)
  • Generalization and Equilibrium in Generative Adversarial Nets (GANs)
  • LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation
  • Activation Maximization Generative Adversarial Nets
  • Triple Generative Adversarial Nets
  • Stopping GAN Violence: Generative Unadversarial Networks
  • Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
  • Towards Diverse and Natural Image Descriptions via a Conditional GAN
  • Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
  • Generative Adversarial Residual Pairwise Networks for One Shot Learning
  • Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network
  • Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets
  • SeGAN: Segmenting and Generating the Invisible
  • Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
  • MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation
  • Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks
  • Training Triplet Networks with GAN
  • DualGAN: Unsupervised Dual Learning for Image-to-Image Translation
  • Deep Generative Adversarial Compression Artifact Removal
  • Multi-Agent Diverse Generative Adversarial Networks
  • Reconstruction of three-dimensional porous media using Generative Adversarial neural networks
  • MAGAN: Margin Adaptation for Generative Adversarial Networks
  • On the Effects of Batch and Weight Normalization in Generative Adversarial Networks
  • Softmax GAN
  • Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks
  • Geometric GAN
  • Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN
  • GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data
  • Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking
  • Comparison of Maximum Likelihood and GAN-based training of Real NVPs
  • Learning Texture Manifolds with the Periodic Spatial GAN
  • Relaxed Wasserstein with Applications to GANs
  • On Convergence and Stability of GANs
  • Annealed Generative Adversarial Networks
  • From optimal transport to generative modeling: the VEGAN cookbook
  • LOGAN: Evaluating Privacy Leakage of Generative Models Using Generative Adversarial Networks
  • VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
  • Stabilizing GAN Training with Multiple Random Projections
  • Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
  • Continual Learning in Generative Adversarial Nets
  • MMD GAN: Towards Deeper Understanding of Moment Matching Network
  • Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference
  • Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models
  • Approximation and Convergence Properties of Generative Adversarial Learning
  • Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training
  • Stabilizing Training of Generative Adversarial Networks through Regularization
  • Bayesian GAN
  • Fisher GAN
  • Good Semi-supervised Learning that Requires a Bad GAN
  • Learning to Generate Chairs with Generative Adversarial Nets
  • The Numerics of GANs
  • Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets
  • IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models
  • Deep Generative Adversarial Networks for Compressed Sensing Automates MRI
  • Megapixel Size Image Creation using Generative Adversarial Networks
  • The ELEGANT NMR Spectrometer
  • PixelGAN Autoencoders
  • Language Generation with Recurrent Generative Adversarial Networks without Pre-training
  • SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation
  • GAN and VAE from an Optimal Transport Point of View
  • DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data
  • Synthesizing Filamentary Structured Images with GANs
  • Creating Virtual Universes Using Generative Adversarial Networks
  • Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs
  • An Online Learning Approach to Generative Adversarial Networks
  • Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN
  • Gradient descent GAN optimization is locally stable
  • Variational Approaches for Auto-Encoding Generative Adversarial Networks
  • Interactive 3D Modeling with a Generative Adversarial Network
  • Dualing GANs
  • cGAN-based Manga Colorization Using a Single Training Image
  • Do GANs actually learn the distribution? An empirical study
  • GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
  • Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis
  • Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning
  • Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks
  • Towards Understanding the Dynamics of Generative Adversarial Networks
  • Learning to Avoid Errors in GANs by Manipulating Input Spaces
  • AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks
  • Generative Adversarial Models for People Attribute Recognition in Surveillance
  • Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks
  • A step towards procedural terrain generation with GANs
  • f-GANs in an Information Geometric Nutshell
  • Guiding InfoGAN with Semi-Supervision
  • Capturing the diversity of biological tuning curves using Generative Adversarial networks
  • Generative Adversarial Network based on Resnet for Conditional Image Restoration
  • MoCoGAN: Decomposing Motion and Content for Video Generation
  • Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks
  • APE-GAN: Adversarial Perturbation Elimination with GAN
  • Can GAN Learn Topological Features of a Graph?
  • Likelihood Estimation for Generative Adversarial Networks
  • Linear Discriminant Generative Adversarial Networks
  • MMGAN: Manifold Matching Generative Adversarial Network
  • Model-Free Renewable Scenario Generation Using Generative Adversarial Networks
  • Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks
  • Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis
  • Dual Motion GAN for Future-Flow Embedded Video Prediction
  • Generative Semantic Manipulation with Contrasting GAN
  • Controllable Generative Adversarial Network
  • Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss
  • Parametrization and Generation of Geological Models with Generative Adversarial Networks
  • Probabilistic Generative Adversarial Networks
  • Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks
  • Multi-Generator Generative Adversarial Nets
  • Binary Generative Adversarial Networks for Image Retrieval
  • Efficient training-image based geostatistical simulation and inversion using a spatial generative adversarial neural network
  • Semi-supervised Conditional GANs
  • Sharpness-aware Low dose CT denoising using conditional Generative Adversarial network
  • VIGAN: Missing View Imputation with Generative Adversarial Networks
  • ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity?
  • Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
  • Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network
  • Learning a Generative Adversarial Network for High Resolution Artwork Synthesis
  • Abnormal Event Detection in Videos using Generative Adversarial Nets
  • Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss
  • ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network
  • Linking Generative Adversarial Learning and Binary Classification
  • Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records
  • Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification
  • Synthetic Medical Images from Dual Generative Adversarial Networks
  • CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training
  • Learning Graph Topological Features via GAN
  • Dual Discriminator Generative Adversarial Nets
  • ExprGAN: Facial Expression Editing with Controllable Expression Intensity
  • The Conditional Analogy GAN: Swapping Fashion Articles on People Images
  • OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning
  • Class-Splitting Generative Adversarial Networks
  • Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network
  • Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks
  • Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks
  • Addressing Challenging Place Recognition Tasks using Generative Adversarial Networks
  • On the regularization of Wasserstein GANs
  • Generative Adversarial Networks with Inverse Transformation Unit
  • Generative Adversarial Mapping Networks
  • Socially Compliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning
  • Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution
  • Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets
  • Simulating the Ising Model with a Deep Convolutional Generative Adversarial Network
  • CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning
  • Text2Action: Generative Adversarial Synthesis from Language to Action
  • Generative Adversarial Networks: An Overview
  • Phase space sampling and operator confidence with generative adversarial networks
  • Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step
  • Neural Stain-Style Transfer Learning using GAN for Histopathological Images
  • Context-Aware Generative Adversarial Privacy
  • How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis
  • Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network
  • Progressive Growing of GANs for Improved Quality, Stability, and Variation
  • A Self-Training Method for Semi-Supervised GANs
  • A Novel Approach to Artistic Textual Visualization via GAN
  • Synthetic Iris Presentation Attack using iDCGAN
  • Tensorizing Generative Adversarial Nets
  • Generative Adversarial Source Separation
  • Understanding GANs: the LQG Setting
  • StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks
  • Implicit Manifold Learning on Generative Adversarial Networks
  • Parametrizing filters of a CNN with a GAN
  • SVSGAN: Singing Voice Separation via Generative Adversarial Network
  • Training GANs with Optimism
  • Data Augmentation in Emotion Classification Using Generative Adversarial Networks
  • Structured Generative Adversarial Networks
  • A Classification-Based Perspective on GAN Distributions
  • KGAN: How to Break The Minimax Game in GAN
  • Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System
  • Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data
  • ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network
  • Theoretical limitations of Encoder-Decoder GAN architectures
  • Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization
  • On the Discrimination-Generalization Tradeoff in GANs
  • Metric Learning-based Generative Adversarial Network
  • Disease Prediction from Electronic Health Records Using Generative Adversarial Networks
  • Sobolev GAN
  • Generative Steganography with Kerckhoffs' Principle based on Generative Adversarial Networks
  • TripletGAN: Training Generative Model with Triplet Loss
  • DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
  • How Generative Adversarial Networks and Its Variants Work: An Overview of GAN
  • Global versus Localized Generative Adversarial Nets
  • Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks
  • Two Birds with One Stone: Transforming and Generating Facial Images with Iterative GAN
  • Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network
  • 3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network
  • Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks
  • High-Resolution Deep Convolutional Generative Adversarial Networks
  • DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
  • Bidirectional Conditional Generative Adversarial Networks
  • SGAN: An Alternative Training of Generative Adversarial Networks
  • Transferring Agent Behaviors from Videos via Motion GANs
  • Generative Adversarial Positive-Unlabelled Learning
  • CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation
  • Object Discovery By Generative Adversarial & Ranking Networks
  • GraphGAN: Graph Representation Learning with Generative Adversarial Nets
  • Person Transfer GAN to Bridge Domain Gap for Person Re-Identification
  • IVE-GAN: Invariant Encoding Generative Adversarial Networks
  • CatGAN: Coupled Adversarial Transfer for Domain Generation
  • Visual Feature Attribution using Wasserstein GANs
  • Demystifying AlphaGo Zero as AlphaGo GAN
  • In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks
  • HashGAN:Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval
  • Generative Adversarial Network for Abstractive Text Summarization
  • Personalized and Occupational-aware Age Progression by Generative Adversarial Networks
  • HP-GAN: Probabilistic 3D human motion prediction via GAN
  • GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation
  • Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery
  • Attentive Generative Adversarial Network for Raindrop Removal from a Single Image
  • Restricting Greed in Training of Generative Adversarial Network
  • Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data
  • Are GANs Created Equal? A Large-Scale Study
  • Learning Face Age Progression: A Pyramid Architecture of GANs
  • Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes
  • GANs for LIFE: Generative Adversarial Networks for Likelihood Free Inference
  • Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks
  • Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories
  • Text Generation Based on Generative Adversarial Nets with Latent Variable
  • GANosaic: Mosaic Creation with Generative Texture Manifolds
  • Unsupervised Generative Adversarial Cross-modal Hashing
  • Multi-Content GAN for Few-Shot Font Style Transfer
  • Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks
  • GANGs: Generative Adversarial Network Games
  • GAGAN: Geometry-Aware Generative Adversarial Networks
  • Towards Quality Advancement of Underwater Machine Vision with Generative Adversarial Networks
  • Face Translation between Images and Videos using Identity-aware CycleGAN
  • Energy-relaxed Wasserstein GANs(EnergyWGAN): Towards More Stable and High Resolution Image Generation
  • GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB
  • Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts
  • Multimodal Storytelling via Generative Adversarial Imitation Learning
  • Learning to Fuse Music Genres with Generative Adversarial Dual Learning
  • Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks
  • Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks
  • Generative Adversarial Perturbations
  • Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
  • Semi-Supervised Learning with IPM-based GANs: an Empirical Study
  • Stochastic reconstruction of an oolitic limestone by Generative Adversarial networks
  • CycleGAN Face-off
  • Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image
  • Eye In-Painting with Exemplar Generative Adversarial Networks
  • PacGAN: The power of two samples in generative adversarial networks
  • Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks
  • Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding Manipulation
  • On reproduction of On the regularization of Wasserstein GANs
  • SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution
  • Language and Noise Transfer in Speech Enhancement Generative Adversarial Network
  • On the Effectiveness of Least Squares Generative Adversarial Networks
  • Coverless Information Hiding Based on Generative adversarial networks
  • How Well Can Generative Adversarial Networks Learn Densities: A Nonparametric View
  • Use of Generative Adversarial Network for Cross-Domain Change Detection
  • Generative Adversarial Nets for Multiple Text Corpora
  • Deformable GANs for Pose-based Human Image Generation
  • Demystifying MMD GANs
  • Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption
  • Crossing Generative Adversarial Networks for Cross-View Person Re-identification
  • Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification
  • Modeling urbanization patterns with generative adversarial networks
  • SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
  • eCommerceGAN : A Generative Adversarial Network for E-commerce
  • Instance Map based Image Synthesis with a Denoising Generative Adversarial Network
  • A Deep Generative Adversarial Architecture for Network-Wide Spatial-Temporal Traffic State Estimation
  • Enhancing Underwater Imagery using Generative Adversarial Networks
  • Comparative Study on Generative Adversarial Networks
  • Which Training Methods for GANs do actually Converge?
  • Unsupervised Cipher Cracking Using Discrete GANs
  • Grounded Language Understanding for Manipulation Instructions Using GAN-Based Classification
  • Composite Functional Gradient Learning of Generative Adversarial Models
  • Staff line Removal using Generative Adversarial Networks
  • Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks
  • Fluorescence Microscopy Image Segmentation Using Convolutional Neural Network With Generative Adversarial Networks
  • DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks
  • High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks
  • MaskGAN: Better Text Generation via Filling in the
  • Global and Local Consistent Age Generative Adversarial Networks
  • Generating Handwritten Chinese Characters using CycleGAN
  • Generating Instance Segmentation Annotation by Geometry-guided GAN
  • Fast Cosmic Web Simulations with Generative Adversarial Networks
  • Interactive Generative Adversarial Networks for Facial Expression Generation in Dyadic Interactions
  • Improved Training of Generative Adversarial Networks Using Representative Features
  • tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow
  • Predicting Rapid Fire Growth (Flashover) Using Conditional Generative Adversarial Networks
  • Face Aging with Contextual Generative Adversarial Nets
  • No Modes left behind: Capturing the data distribution effectively using GANs
  • Incremental Classifier Learning with Generative Adversarial Networks
  • Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks
  • DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text
  • Selective Sampling and Mixture Models in Generative Adversarial Networks
  • Training Generative Adversarial Networks via Primal-Dual Subgradient Methods: A Lagrangian Perspective on GAN
  • Generative Adversarial Networks using Adaptive Convolution
  • Spectral Image Visualization Using Generative Adversarial Networks
  • DeepRoad: GAN-based Metamorphic Autonomous Driving System Testing
  • SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network
  • Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets
  • Geometry Score: A Method For Comparing Generative Adversarial Networks
  • Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks
  • Pros and Cons of GAN Evaluation Measures
  • Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification
  • Synthesizing Audio with Generative Adversarial Networks
  • Texture Classification in Extreme Scale Variations using GANet
  • First Order Generative Adversarial Networks
  • Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network
  • Selecting the Best in GANs Family: a Post Selection Inference Framework
  • Conditioning of three-dimensional generative adversarial networks for pore and reservoir-scale models
  • cGANs with Projection Discriminator
  • Inverting The Generator Of A Generative Adversarial Network (II)
  • Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks
  • RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks
  • DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials)
  • Differentially Private Generative Adversarial Network
  • Voice Impersonation using Generative Adversarial Networks
  • A Study into the similarity in generator and discriminator in GAN architecture
  • Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection
  • Solving Approximate Wasserstein GANs to Stationarity
  • Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees
  • Is Generator Conditioning Causally Related to GAN Performance?
  • Attention-Aware Generative Adversarial Networks (ATA-GANs)
  • Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network
  • Single-View Food Portion Estimation: Learning Image-to-Energy Mappings Using Generative Adversarial Networks
  • Robust GANs against Dishonest Adversaries
  • Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
  • A Variational Inequality Perspective on Generative Adversarial Nets
  • Novelty Detection with GAN
  • Synthesizing realistic neural population activity patterns using Generative Adversarial Networks
  • MAGAN: Aligning Biological Manifolds
  • Evolutionary Generative Adversarial Networks
  • Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data
  • Quantitatively Evaluating GANs With Divergences Proposed for Training
  • Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network
  • Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks
  • Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect
  • Generating Differentially Private Datasets Using GANs
  • Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks
  • Cross-View Image Synthesis using Conditional GANs
  • An Introduction to Image Synthesis with Generative Adversarial Nets
  • Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data
  • Image Colorization with Generative Adversarial Networks
  • Improving GANs Using Optimal Transport
  • Varying k-Lipschitz Constraint for Generative Adversarial Networks
  • Improved Part Segmentation Performance by Optimising Realism of Synthetic Images using Cycle Generative Adversarial Networks
  • Sdf-GAN: Semi-supervised Depth Fusion with Multi-scale Adversarial Networks
  • Attention-GAN for Object Transfiguration in Wild Images
  • VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition
  • Patch-Based Image Inpainting with Generative Adversarial Networks
  • Speech-Driven Facial Reenactment Using Conditional Generative Adversarial Networks
  • An Improved Evaluation Framework for Generative Adversarial Networks
  • Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network
  • Some Theoretical Properties of GANs
  • Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks
  • Branched Generative Adversarial Networks for Multi-Scale Image Manifold Learning
  • Fictitious GAN: Training GANs with Historical Models
  • Generative Adversarial Autoencoder Networks
  • PSFGAN: a generative adversarial network system for separating quasar point sources and host galaxy light
  • MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks
  • VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos
  • Comparing Generative Adversarial Network Techniques for Image Creation and Modification
  • Removing scanner biases using Generative Adversarial Networks
  • Regularizing Deep Hashing Networks Using GAN Generated Fake Images
  • BAGAN: Data Augmentation with Balancing GAN
  • Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition
  • ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
  • Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
  • B-DCGAN:Evaluation of Binarized DCGAN for FPGA
  • Dihedral angle prediction using generative adversarial networks
  • Generative Adversarial Networks (GANs): What it can generate and What it cannot?
  • I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification
  • SyncGAN: Synchronize the Latent Space of Cross-modal Generative Adversarial Networks
  • A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation
  • Generative Adversarial Learning for Spectrum Sensing
  • Speech waveform synthesis from MFCC sequences with Generative Adversarial networks
  • StainGAN: Stain Style Transfer for Digital Histological Images
  • Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions
  • Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
  • Generative adversarial network-based approach to signal reconstruction from magnitude spectrograms
  • Language Modeling with Generative AdversarialNetworks
  • PingAn: An Insurance Scheme for Job Acceleration in Geo-distributed Big Data Analytics System
  • Generative Adversarial Networks for Extreme Learned Image Compression
  • Modular Generative Adversarial Networks
  • Graphical Generative Adversarial Networks
  • Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification
  • Ranking Generative Adversarial Networks: Subjective Control over Semantic Image Attributes
  • MelanoGANs: High Resolution Skin Lesion Synthesis with GANs
  • Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI
  • Blood Vessel Geometry Synthesis using Generative Adversarial Networks
  • MGGAN: Solving Mode Collapse using Manifold Guided Training
  • Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems
  • AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization System
  • IterGANs: Iterative GANs to Learn and Control 3D Object Transformation
  • Defo-Net: Learning Body Deformation using Generative Adversarial Networks
  • PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities
  • Learning an Inverse Tone Mapping Network with a Generative Adversarial Regularizer
  • Event Extraction with Generative Adversarial Imitation Learning
  • Deep Semantic Hashing with Generative Adversarial Networks
  • Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks
  • Quantum generative adversarial networks
  • Quantum generative adversarial learning
  • DOOM Level Generation using Generative Adversarial Networks
  • Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation
  • Visual Data Synthesis via GAN for Zero-Shot Video Classification
  • Human Motion Modeling using DVGANs
  • Towards Deeper Generative Architectures for GANs using Dense connections
  • DTR-GAN: Dilated Temporal Relational Adversarial Network for Video Summarization
  • Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN)
  • Occluded object reconstruction for first responders with augmented reality glasses using conditional generative adversarial networks
  • Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network
  • Fast and accurate simulation of particle detectors using Generative Adversarial neural networks
  • Perceptually Optimized Generative Adversarial Network for Single Image Dehazing
  • Transferring GANs: generating images from limited data
  • Fast-converging Conditional Generative Adversarial Networks for Image Synthesis
  • Elastic Registration of Medical Images With GANs
  • Unpaired Multi-Domain Image Generation via Regularized Conditional GANs
  • MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation
  • ReGAN: RE[LAX|BAR|INFORCE
  • High-resolution medical image synthesis using progressively grown generative adversarial networks
  • PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening
  • Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
  • Retinal Vessel Segmentation Based on Conditional Deep Convolutional Generative Adversarial Networks
  • Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks
  • GAN Q-learning
  • Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning
  • Generative Adversarial Forests for Better Conditioned Adversarial Learning
  • Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing
  • Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks
  • Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models
  • Improving Image Captioning with Conditional Generative Adversarial Nets
  • XOGAN: One-to-Many Unsupervised Image-to-Image Translation
  • An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks
  • GANE: A Generative Adversarial Network Embedding
  • Learning to Repair Software Vulnerabilities with Generative Adversarial Networks
  • BourGAN: Generative Networks with Metric Embeddings
  • Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference
  • Generative Adversarial Examples
  • Anime Style Space Exploration Using Metric Learning and Generative Adversarial Networks
  • A Solvable High-Dimensional Model of GAN
  • Robust Conditional Generative Adversarial Networks
  • Semi-Supervised Learning with GANs: Revisiting Manifold Regularization
  • End-to-End Speech-Driven Facial Animation with Temporal GANs
  • Primal-Dual Wasserstein GAN
  • Autonomously and Simultaneously Refining Deep Neural Network Parameters by Generative Adversarial Networks
  • Fairness GAN
  • DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction
  • Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations
  • Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification
  • Detecting Deceptive Reviews using Generative Adversarial Networks
  • Human Action Generation with Generative Adversarial Networks
  • Generative Adversarial Image Synthesis with Decision Tree Latent Controller
  • Defending Against Adversarial Attacks by Leveraging an Entire GAN
  • Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI
  • High Quality Bidirectional Generative Adversarial Networks
  • Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN)
  • FairGAN: Fairness-aware Generative Adversarial Networks
  • Webpage Saliency Prediction with Two-stage Generative Adversarial Networks
  • Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks
  • On gradient regularizers for MMD GANs
  • Semantic Road Layout Understanding by Generative Adversarial Inpainting
  • Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images
  • On GANs and GMMs
  • Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks
  • Generative Adversarial Networks for Unsupervised Object Co-localization
  • Whitening and Coloring transform for GANs
  • Unfolding with Generative Adversarial Networks
  • Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation
  • Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation
  • Generative Adversarial Networks for Model Order Reduction in Seismic Full-Waveform Inversion
  • Disconnected Manifold Learning for Generative Adversarial Networks
  • GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks
  • SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints
  • A Memristor based Unsupervised Neuromorphic System Towards Fast and Energy-Efficient GAN
  • EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals
  • Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples
  • ExoGAN: Retrieving Exoplanetary Atmospheres Using Deep Convolutional Generative Adversarial Networks
  • GAIN: Missing Data Imputation using Generative Adversarial Nets
  • JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets
  • Generating Image Sequence from Description with LSTM Conditional GAN
  • Data Synthesis based on Generative Adversarial Networks
  • Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances
  • VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination
  • Stochastic seismic waveform inversion using generative adversarial networks as a geological prior
  • Generative Adversarial Network Architectures For Image Synthesis Using Capsule Networks
  • A Multimodal Classifier Generative Adversarial Network for Carry and Place Tasks from Ambiguous Language Instructions
  • Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network
  • CapsGAN: Using Dynamic Routing for Generative Adversarial Networks
  • Hierarchy of GANs for learning embodied self-awareness model
  • CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation
  • The Unusual Effectiveness of Averaging in GAN Training
  • Cross-dataset Person Re-Identification Using Similarity Preserved Generative Adversarial Networks
  • On Accurate Evaluation of GANs for Language Generation
  • What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks
  • Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network
  • EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection
  • Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution
  • Sample-Efficient Deep RL with Generative Adversarial Tree Search
  • MedGAN: Medical Image Translation using GANs
  • Banach Wasserstein GAN
  • On Enhancing Speech Emotion Recognition using Generative Adversarial Networks
  • BinGAN: Learning Compact Binary Descriptors with a Regularized GAN
  • Improving brain computer interface performance by data augmentation with conditional Deep Convolutional Generative Adversarial Networks
  • FrankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs
  • Mixed batches and symmetric discriminators for GAN training
  • Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios
  • An empirical study on evaluation metrics of generative adversarial networks
  • Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT
  • Disentangling Multiple Conditional Inputs in GANs
  • BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation
  • Semi-supervised Seizure Prediction with Generative Adversarial Networks
  • KinshipGAN: Synthesizing of Kinship Faces From Family Photos by Regularizing a Deep Face Network
  • Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation
  • Privacy-Protective-GAN for Face De-identification
  • JR-GAN: Jacobian Regularization for Generative Adversarial Networks
  • Single-channel Speech Dereverberation via Generative Adversarial Training
  • Customizing an Adversarial Example Generator with Class-Conditional GANs
  • Approximability of Discriminators Implies Diversity in GANs
  • CR-GAN: Learning Complete Representations for Multi-view Generation
  • Generate the corresponding Image from Text Description using Modified GAN-CLS Algorithm
  • Convergence Problems with Generative Adversarial Networks (GANs)
  • Performance Comparison of Convolutional AutoEncoders, Generative Adversarial Networks and Super-Resolution for Image Compression
  • Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control
  • Channel Agnostic End-to-End Learning based Communication Systems with Conditional GAN
  • The relativistic discriminator: a key element missing from standard GAN
  • Understanding the Effectiveness of Lipschitz Constraint in Training of GANs via Gradient Analysis
  • Ambient Hidden Space of Generative Adversarial Networks
  • Resembled Generative Adversarial Networks: Two Domains with Similar Attributes
  • Modular Vehicle Control for Transferring Semantic Information to Unseen Weather Conditions using GANs
  • Semi-supervised Anomaly Detection Using GANs for Visual Inspection in Noisy Training Data
  • Generating Multi-Categorical Samples with Generative Adversarial Networks
  • New Losses for Generative Adversarial Learning
  • MIXGAN: Learning Concepts from Different Domains for Mixture Generation
  • PortraitGAN for Flexible Portrait Manipulation
  • Precise simulation of electromagnetic calorimeter showers using a Wasserstein Generative Adversarial Network
  • Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks
  • High-Resolution Mammogram Synthesis using Progressive Generative Adversarial Networks
  • Generative Adversarial Networks with Decoder-Encoder Output Noise
  • On catastrophic forgetting and mode collapse in Generative Adversarial Networks
  • Manifold regularization with GANs for semi-supervised learning
  • Sem-GAN: Semantically-Consistent Image-to-Image Translation
  • Deep Learning for Imbalance Data Classification using Class Expert Generative Adversarial Network
  • CT-GAN: Conditional Transformation Generative Adversarial Network for Image Attribute Modification
  • TequilaGAN: How to easily identify GAN samples
  • Generative Adversarial Privacy
  • Generative Adversarial Imitation from Observation
  • Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks
  • Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourage convex latent distributions
  • Airline Passenger Name Record Generation using Generative Adversarial Networks
  • CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement
  • Generative Adversarial Networks for MR-CT Deformable Image Registration
  • Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior
  • Cross-Modality Distillation: A case for Conditional Generative Adversarial Networks
  • Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X
  • Conditional Infilling GANs for Data Augmentation in Mammogram Classification
  • Towards Distributed Coevolutionary GANs
  • Generalization Bounds for Unsupervised Cross-Domain Mapping with WGANs
  • GANimation: Anatomically-aware Facial Animation from a Single Image
  • Improved Training with Curriculum GANs
  • Learning Plannable Representations with Causal InfoGAN
  • How good is my GAN?
  • From Adversarial Training to Generative Adversarial Networks
  • Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network
  • Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators
  • To learn image super-resolution, use a GAN to learn how to do image degradation first
  • Wasserstein GAN and Waveform Loss-based Acoustic Model Training for Multi-speaker Text-to-Speech Synthesis Systems Using a WaveNet Vocoder
  • On-line Adaptative Curriculum Learning for GANs
  • ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction
  • Anomaly Detection via Minimum Likelihood Generative Adversarial Networks
  • Generative Adversarial Frontal View to Bird View Synthesis
  • Physics-Based Generative Adversarial Models for Image Restoration and Beyond
  • Global Convergence to the Equilibrium of GANs using Variational Inequalities
  • Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN
  • Generative Adversarial Estimation of Channel Covariance in Vehicular Millimeter Wave Systems
  • Quantum generative adversarial learning in a superconducting quantum circuit
  • Paired 3D Model Generation with Conditional Generative Adversarial Networks
  • Rhythm-Flexible Voice Conversion without Parallel Data Using Cycle-GAN over Phoneme Posteriorgram Sequences
  • Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
  • Learning and Inference on Generative Adversarial Quantum Circuits
  • Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network
  • Towards Audio to Scene Image Synthesis using Generative Adversarial Network
  • CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE)
  • X-GANs: Image Reconstruction Made Easy for Extreme Cases
  • Risk-Sensitive Generative Adversarial Imitation Learning
  • ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans
  • GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
  • Typhoon track prediction using satellite images in a Generative Adversarial Network
  • Cross-view image synthesis using geometry-guided conditional GANs
  • Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation
  • TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial Networks
  • DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN
  • High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks
  • Painting Outside the Box: Image Outpainting with GANs
  • Facial Information Recovery from Heavily Damaged Images using Generative Adversarial Network- PART 1
  • BézierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters
  • Gaussian Mixture Generative Adversarial Networks for Diverse Datasets, and the Unsupervised Clustering of Images
  • Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks
  • Semi-supervised Learning on Graphs with Generative Adversarial Nets
  • ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
  • Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks
  • PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks
  • Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks
  • Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs
  • Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach
  • Generating Highly Realistic Images of Skin Lesions with GANs
  • GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
  • Full-body High-resolution Anime Generation with Progressive Structure-conditional Generative Adversarial Networks
  • Sample-Efficient Imitation Learning via Generative Adversarial Nets
  • IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection
  • GANs beyond divergence minimization
  • BubGAN: Bubble Generative Adversarial Networks for Synthesizing Realistic Bubbly Flow Images
  • GANs for generating EFT models
  • Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data
  • ClusterGAN : Latent Space Clustering in Generative Adversarial Networks
  • Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN
  • The Inductive Bias of Restricted f-GANs
  • Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series
  • Generative adversarial network-based image super-resolution using perceptual content losses
  • SiftingGAN: Generating and Sifting Labeled Samples to Improve the Remote Sensing Image Scene Classification Baseline in vitro
  • A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance
  • GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks
  • GANs for Medical Image Analysis
  • Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs
  • Generative Adversarial Network in Medical Imaging: A Review
  • Symbolic Music Genre Transfer with CycleGAN
  • Autonomously and Simultaneously Refining Deep Neural Network Parameters by a Bi-Generative Adversarial Network Aided Genetic Algorithm
  • VelocityGAN: Data-Driven Full-Waveform Inversion Using Conditional Adversarial Networks
  • WaveCycleGAN: Synthetic-to-natural speech waveform conversion using cycle-consistent adversarial networks
  • Multi-View Frame Reconstruction with Conditional GAN
  • Conditional WaveGAN
  • Generative Adversarial Active Learning for Unsupervised Outlier Detection
  • Incorporating GAN for Negative Sampling in Knowledge Representation Learning
  • Pseudo-Random Number Generation using Generative Adversarial Networks
  • Generative Adversarial Network for Medical Images (MI-GAN)
  • Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow
  • Video Imitation GAN: Learning control policies by imitating raw videos using generative adversarial reward estimation
  • Semi-supervised Text Regression with Conditional Generative Adversarial Networks
  • FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs
  • On Self Modulation for Generative Adversarial Networks
  • Robust Estimation and Generative Adversarial Nets
  • Finding Solutions to Generative Adversarial Privacy
  • Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs
  • Local Stability and Performance of Simple Gradient Penalty mu-Wasserstein GAN
  • Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks
  • CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas
  • Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks
  • SPIGAN: Privileged Adversarial Learning from Simulation
  • A Generative Adversarial Model for Right Ventricle Segmentation
  • Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs
  • Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation
  • Pairwise Augmented GANs with Adversarial Reconstruction Loss
  • SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning
  • MDGAN: Boosting Anomaly Detection Using \\Multi-Discriminator Generative Adversarial Networks
  • Thermal Infrared Colorization via Conditional Generative Adversarial Network
  • Unpaired High-Resolution and Scalable Style Transfer Using Generative Adversarial Networks
  • Image Super-Resolution Using VDSR-ResNeXt and SRCGAN
  • Refacing: reconstructing anonymized facial features using GANs
  • The GAmmas from Nuclear Decays Hiding from Investigators (GANDHI) Experiment
  • Flow-based Network Traffic Generation using Generative Adversarial Networks
  • MsCGAN: Multi-scale Conditional Generative Adversarial Networks for Person Image Generation
  • Improved Techniques for GAN based Facial Inpainting
  • Single Image Haze Removal using a Generative Adversarial Network
  • Deblending galaxy superpositions with branched generative adversarial networks
  • Reproducing AmbientGAN: Generative models from lossy measurements
  • Generative adversarial networks and adversarial methods in biomedical image analysis
  • LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on color
  • Training Generative Adversarial Networks Via Turing Test
  • Reducing over-smoothness in speech synthesis using Generative Adversarial Networks
  • CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks
  • Building Footprint Generation Using Improved Generative Adversarial Networks
  • Scalable Unbalanced Optimal Transport using Generative Adversarial Networks
  • Self-Supervised GAN to Counter Forgetting
  • A Convex Duality Framework for GANs
  • Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language
  • Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
  • Waveform generation for text-to-speech synthesis using pitch-synchronous multi-scale generative adversarial networks
  • Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech
  • Evaluating Text GANs as Language Models
  • Discovering state-parameter mappings in subsurface models using generative adversarial networks
  • Generating Synthesized Computed Tomography (CT) from Cone-Beam Computed Tomography (CBCT) using CycleGAN for Adaptive Radiation Therapy
  • Mixture Density Generative Adversarial Networks
  • Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks
  • CariGANs: Unpaired Photo-to-Caricature Translation
  • Efficient Multi-Domain Dictionary Learning with GANs
  • Bi-GANs-ST for Perceptual Image Super-resolution
  • CariGAN: Caricature Generation through Weakly Paired Adversarial Learning
  • Closed-Loop GAN for continual Learning
  • Improving GAN with neighbors embedding and gradient matching
  • Unsupervised RGBD Video Object Segmentation Using GANs
  • Finding Mixed Nash Equilibria of Generative Adversarial Networks
  • Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations
  • Student's t-Generative Adversarial Networks
  • Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation
  • Language GANs Falling Short
  • Training Generative Adversarial Networks with Weights
  • Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks
  • Style Separation and Synthesis via Generative Adversarial Networks
  • View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions
  • Effects of Dataset properties on the training of GANs
  • Generative Adversarial Policy Networks for Behavioural Repertoire
  • Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification
  • Forging new worlds: high-resolution synthetic galaxies with chained generative adversarial networks
  • On How Well Generative Adversarial Networks Learn Densities: Nonparametric and Parametric Results
  • Robustness of Conditional GANs to Noisy Labels
  • Reducing Autocorrelation Times in Lattice Simulations with Generative Adversarial Networks
  • NEMGAN: Noise Engineered Mode-matching GAN
  • Imagining an Engineer: On GAN-Based Data Augmentation Perpetuating Biases
  • Typeface Completion with Generative Adversarial Networks
  • M2M-GAN: Many-to-Many Generative Adversarial Transfer Learning for Person Re-Identification
  • Changing the Image Memorability: From Basic Photo Editing to GANs
  • Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation
  • Product Title Refinement via Multi-Modal Generative Adversarial Learning
  • Evaluating GANs via Duality
  • Style and Content Disentanglement in Generative Adversarial Networks
  • ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks
  • Hair-GANs: Recovering 3D Hair Structure from a Single Image
  • Guiding the One-to-one Mapping in CycleGAN via Optimal Transport
  • Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?
  • Deep learning framework DNN with conditional WGAN for protein solubility prediction
  • GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint
  • Bayesian CycleGAN via Marginalizing Latent Sampling
  • SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint
  • Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks
  • Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures
  • ChainGAN: A sequential approach to GANs
  • Pyramid Embedded Generative Adversarial Network for Automated Font Generation
  • Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks
  • T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling
  • MimicGAN: Corruption-Mimicking for Blind Image Recovery & Adversarial Defense
  • IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network
  • MGANet: A Robust Model for Quality Enhancement of Compressed Video
  • TGANv2: Efficient Training of Large Models for Video Generation with Multiple Subsampling Layers
  • Temporally Coherent GANs for Video Super-Resolution (TecoGAN)
  • Do GAN Loss Functions Really Matter?
  • TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer
  • Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks
  • Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation
  • PCGAN: Partition-Controlled Human Image Generation
  • WarpGAN: Automatic Caricature Generation
  • Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data
  • MR-GAN: Manifold Regularized Generative Adversarial Networks
  • Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People
  • GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation
  • Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization
  • Generative Adversarial Network Training is a Continual Learning Problem
  • FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery
  • Class-Distinct and Class-Mutual Image Generation with GANs
  • Label-Noise Robust Generative Adversarial Networks
  • Synthesizing Tabular Data using Generative Adversarial Networks
  • Intra-class Variation Isolation in Conditional GANs
  • Metropolis-Hastings Generative Adversarial Networks
  • Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness
  • Semi-supervised learning with Bidirectional GANs
  • Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification
  • Cartoon-to-real: An Approach to Translate Cartoon to Realistic Images using GAN
  • On the Implicit Assumptions of GANs
  • The GAN that Warped: Semantic Attribute Editing with Unpaired Data
  • Lipizzaner: A System That Scales Robust Generative Adversarial Network Training
  • GAN-EM: GAN based EM learning framework
  • Semi-supervised Rare Disease Detection Using Generative Adversarial Network
  • A Wasserstein GAN model with the total variational regularization
  • Image-based model parameter optimisation using Model-Assisted Generative Adversarial Networks
  • Generative Adversarial Self-Imitation Learning
  • Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks
  • Towards generative adversarial networks as a new paradigm for radiology education
  • General-to-Detailed GAN for Infrequent Class Medical Images
  • Knowledge-based automated planning with three-dimensional generative adversarial networks
  • GANtruth - an unpaired image-to-image translation method for driving scenarios
  • Prediction of typhoon tracks using a generative adversarial network with observational and meteorological data
  • Model Compression with Generative Adversarial Networks
  • Generative Adversarial Network based Speaker Adaptation for High Fidelity WaveNet Vocoder
  • Anomaly detection with Wasserstein GAN
  • BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN
  • StoryGAN: A Sequential Conditional GAN for Story Visualization
  • Color Constancy by GANs: An Experimental Survey
  • Synthetic Dynamic PMU Data Generation: A Generative Adversarial Network Approach
  • AutoGAN: Robust Classifier Against Adversarial Attacks
  • Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection
  • Generative Adversarial Networks for Recovering Missing Spectral Information
  • Efficient Super Resolution For Large-Scale Images Using Attentional GAN
  • Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN
  • A Probe Towards Understanding GAN and VAE Models
  • Spatial Fusion GAN for Image Synthesis
  • Generative adversarial networks for generation and classification of physical rehabilitation movement episodes
  • TET-GAN: Text Effects Transfer via Stylization and Destylization
  • Latent Dirichlet Allocation in Generative Adversarial Networks
  • Multi-Level Sequence GAN for Group Activity Recognition
  • Training on Art Composition Attributes to Influence CycleGAN Art Generation
  • RankGAN: A Maximum Margin Ranking GAN for Generating Faces
  • Detecting GAN-generated Imagery using Color Cues
  • Sequential Attention GAN for Interactive Image Editing via Dialogue
  • Gradient-based deterministic inversion of geophysical data with Generative Adversarial Networks: is it feasible?
  • Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN
  • Evaluating Generative Adversarial Networks on Explicitly Parameterized Distributions
  • InstaGAN: Instance-aware Image-to-Image Translation
  • On Computation and Generalization of GANs with Spectrum Control
  • TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set
  • Brain MRI super-resolution using 3D generative adversarial networks
  • EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning
  • Variational quantum generators: Generative adversarial quantum machine learning for continuous distributions
  • Blind Motion Deblurring with Cycle Generative Adversarial Networks
  • Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks
  • Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination
  • Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data
  • Autoencoders and Generative Adversarial Networks for Anomaly Detection for Sequences
  • Data Augmentation of Room Classifiers using Generative Adversarial Networks
  • How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach
  • LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network
  • CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation
  • CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning
  • SteganoGAN: High Capacity Image Steganography with GANs
  • Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation
  • GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis
  • XNet: GAN Latent Space Constraints
  • Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
  • Classical Music Generation in Distinct Dastgahs with AlimNet ACGAN
  • MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks
  • Generative Adversarial Networks for Real-time Stability of Inverter-based Systems
  • MRI to CT Translation with GANs
  • LHC analysis-specific datasets with Generative Adversarial Networks
  • Conditional Domain Adaptation GANs for Biomedical Image Segmentation
  • Cone-beam CT to Planning CT synthesis using generative adversarial networks
  • Generative Adversarial Classifier for Handwriting Characters Super-Resolution
  • Red blood cell image generation for data augmentation using Conditional Generative Adversarial Networks
  • Synthesizing facial photometries and corresponding geometries using generative adversarial networks
  • CommunityGAN: Community Detection with Generative Adversarial Nets
  • Removal of Batch Effects using Generative Adversarial Networks
  • LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators
  • Generation High resolution 3D model from natural language by Generative Adversarial Network
  • DCNN-GAN: Reconstructing Realistic Image from fMRI
  • Composition and decomposition of GANs
  • A New CGAN Technique for Constrained Topology Design Optimization
  • Toward Joint Image Generation and Compression using Generative Adversarial Networks
  • Generating and Aligning from Data Geometries with Generative Adversarial Networks
  • QGAN: Quantized Generative Adversarial Networks
  • Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation
  • CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network
  • Multi-objective training of Generative Adversarial Networks with multiple discriminators
  • Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection
  • Diversity-Sensitive Conditional Generative Adversarial Networks
  • Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data
  • GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks
  • On Detecting GANs and Retouching based Synthetic Alterations
  • Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks
  • Deconstructing Generative Adversarial Networks
  • Out-of-Sample Testing for GANs
  • Decode and Transfer: A New Steganalysis Technique via Conditional Generative Adversarial Networks
  • CollaGAN : Collaborative GAN for Missing Image Data Imputation
  • Virtual Conditional Generative Adversarial Networks
  • Visualizing and Understanding Generative Adversarial Networks (Extended Abstract)
  • TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation
  • PuppetGAN: Transferring Disentangled Properties from Synthetic to Real Images
  • Harnessing GANs for Addition of New Classes in VSR
  • Generative Adversarial Networks for geometric surfaces prediction in injection molding
  • PA-GAN: Improving GAN Training by Progressive Augmentation
  • Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning
  • Generative Adversarial Network with Multi-Branch Discriminator for Cross-Species Image-to-Image Translation
  • HyperGAN: A Generative Model for Diverse, Performant Neural Networks
  • VAE-GANs for Probabilistic Compressive Image Recovery: Uncertainty Analysis
  • AnomiGAN: Generative adversarial networks for anonymizing private medical data
  • Learning to Clean: A GAN Perspective
  • Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation
  • Compressing GANs using Knowledge Distillation
  • SCATGAN for Reconstruction of Ultrasound Scatterers Using Generative Adversarial Networks
  • Comparison of Patch-Based Conditional Generative Adversarial Neural Net Models with Emphasis on Model Robustness for Use in Head and Neck Cases for MR-Only planning
  • A Layer-Based Sequential Framework for Scene Generation with GANs
  • Collaborative GAN Sampling
  • Perturbative GAN: GAN with Perturbation Layers
  • Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video
  • Mol-CycleGAN - a generative model for molecular optimization
  • Progressive Generative Adversarial Networks for Medical Image Super resolution
  • Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level
  • Reversible GANs for Memory-efficient Image-to-Image Translation
  • Illumination Invariant Foreground Object Segmentation using ForeGANs
  • Skin Lesion Synthesis with Generative Adversarial Networks
  • Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving
  • Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions
  • A Generative 3D Facial Model by Adversarial Training
  • (q,p)-Wasserstein GANs: Comparing Ground Metrics for Wasserstein GANs
  • Improving Generalization and Stability of Generative Adversarial Networks
  • GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation
  • Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images
  • Learning Generative Models of Structured Signals from Their Superposition Using GANs with Application to Denoising and Demixing
  • GeoGAN: A Conditional GAN with Reconstruction and Style Loss to Generate Standard Layer of Maps from Satellite Images
  • Quick and Easy Time Series Generation with Established Image-based GANs
  • Lipschitz Generative Adversarial Nets
  • GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction
  • DC-Al GAN: Pseudoprogression and True Tumor Progression of Glioblastoma multiform Image Classification Based On DCGAN and Alexnet
  • SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction
  • Generative Adversarial Networks Synthesize Realistic OCT Images of the Retina
  • Data augmentation for low resource sentiment analysis using generative adversarial networks
  • Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery
  • Label-Removed Generative Adversarial Networks Incorporating with K-Means
  • 2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs
  • Vibrotactile Signal Generation from Texture Images or Attributes using Generative Adversarial Network
  • TomoGAN: Low-Dose X-Ray Tomography with Generative Adversarial Networks
  • GANSynth: Adversarial Neural Audio Synthesis
  • Training GANs with Centripetal Acceleration
  • Wasserstein GAN Can Perform PCA
  • Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation
  • MisGAN: Learning from Incomplete Data with Generative Adversarial Networks
  • TraVeLGAN: Image-to-image Translation by Transformation Vector Learning
  • GAN-based Projector for Faster Recovery in Compressed Sensing with Convergence Guarantees
  • Realistic Ultrasonic Environment Simulation Using Conditional Generative Adversarial Networks
  • Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images
  • HexaGAN: Generative Adversarial Nets for Real World Classification
  • Semi-supervised GANs to Infer Travel Modes in GPS Trajectories
  • AutoGAN-based Dimension Reduction for Privacy Preservation
  • Enhancing the Robustness of Deep Neural Networks by Boundary Conditional GAN
  • Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty
  • CMR motion artifact correction using generative adversarial nets
  • On the generalization of GAN image forensics
  • GAN Based Image Deblurring Using Dark Channel Prior
  • Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial Networks
  • Improve Object Detection by Data Enhancement based on Generative Adversarial Nets
  • O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks
  • Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective
  • Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier
  • Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval
  • DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis
  • DijetGAN: A Generative-Adversarial Network Approach for the Simulation of QCD Dijet Events at the LHC
  • Deep Learning based End-to-End Wireless Communication Systems with Conditional GAN as Unknown Channel
  • GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier
  • Unsupervised Medical Image Translation Using Cycle-MedGAN
  • Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes
  • A Three-Player GAN: Generating Hard Samples To Improve Classification Networks
  • DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs
  • A Sinogram Inpainting Method based on Generative Adversarial Network for Limited-angle Computed Tomography
  • Progressive Generative Adversarial Binary Networks for Music Generation
  • Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis
  • Generative adversarial network-based glottal waveform model for statistical parametric speech synthesis
  • MSG-GAN: Multi-Scale Gradient GAN for Stable Image Synthesis
  • Unpaired image denoising using a generative adversarial network in X-ray CT
  • Conditional GANs For Painting Generation
  • Detecting GAN generated Fake Images using Co-occurrence Matrices
  • Robust Super-Resolution GAN, with Manifold-based and Perception Loss
  • Generating Adversarial Examples With Conditional Generative Adversarial Net
  • Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks
  • Hindsight Generative Adversarial Imitation Learning
  • Identity-Free Facial Expression Recognition using conditional Generative Adversarial Network
  • GANs for Semi-Supervised Opinion Spam Detection
  • GRIP: Generative Robust Inference and Perception for Semantic Robot Manipulation in Adversarial Environments
  • Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks
  • Bandwidth Extension on Raw Audio via Generative Adversarial Networks
  • Towards Optimal Structured CNN Pruning via Generative Adversarial Learning
  • Generative Adversarial Minority Oversampling
  • SRGAN: Training Dataset Matters
  • f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
  • Combining Transfer Learning And Segmentation Information with GANs for Training Data Independent Image Registration
  • Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data
  • WGANSing: A Multi-Voice Singing Voice Synthesizer Based on the Wasserstein-GAN
  • Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis
  • Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification
  • GAN-based Pose-aware Regulation for Video-based Person Re-identification
  • SRDGAN: learning the noise prior for Super Resolution with Dual Generative Adversarial Networks
  • GANs-NQM: A Generative Adversarial Networks based No Reference Quality Assessment Metric for RGB-D Synthesized Views
  • Fast video object segmentation with Spatio-Temporal GANs
  • Generative Adversarial Networks: recent developments
  • Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation
  • Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data
  • Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks
  • Photo-realistic Monocular Gaze Redirection using Generative Adversarial Networks
  • Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN
  • Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection
  • In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks
  • Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks
  • GANosaic: Mosaic Creation with Generative Texture Manifolds
  • SGAN: An Alternative Training of Generative Adversarial Networks
  • Statistical Parametric Speech Synthesis Using Generative Adversarial Networks Under A Multi-task Learning Framework
  • Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network
  • SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution
  • Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images
  • Learning Generative Models of Structured Signals from Their Superposition Using GANs with Application to Denoising and Demixing
  • Lipschitz Generative Adversarial Nets
  • On the Effects of Batch and Weight Normalization in Generative Adversarial Networks
  • Webpage Saliency Prediction with Two-stage Generative Adversarial Networks
  • Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs
  • Self-Supervised GAN to Counter Forgetting
  • Bi-GANs-ST for Perceptual Image Super-resolution
  • GANtruth - an unpaired image-to-image translation method for driving scenarios
  • StoryGAN: A Sequential Conditional GAN for Story Visualization
  • InstaGAN: Instance-aware Image-to-Image Translation
  • Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
  • NIPS 2016 Tutorial: Generative Adversarial Networks
  • Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference
  • GANs for Biological Image Synthesis
  • Metric Learning-based Generative Adversarial Network
  • Person Transfer GAN to Bridge Domain Gap for Person Re-Identification
  • Attentive Generative Adversarial Network for Raindrop Removal from a Single Image
  • Learning Face Age Progression: A Pyramid Architecture of GANs
  • Multi-Content GAN for Few-Shot Font Style Transfer
  • Eye In-Painting with Exemplar Generative Adversarial Networks
  • Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks
  • On reproduction of On the regularization of Wasserstein GANs
  • On the Effectiveness of Least Squares Generative Adversarial Networks
  • Quantitatively Evaluating GANs With Divergences Proposed for Training
  • Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect
  • DTR-GAN: Dilated Temporal Relational Adversarial Network for Video Summarization
  • Perceptually Optimized Generative Adversarial Network for Single Image Dehazing
  • BourGAN: Generative Networks with Metric Embeddings
  • On GANs and GMMs
  • Whitening and Coloring transform for GANs
  • Stochastic seismic waveform inversion using generative adversarial networks as a geological prior
  • Generative Adversarial Network Architectures For Image Synthesis Using Capsule Networks
  • CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation
  • The Unusual Effectiveness of Averaging in GAN Training
  • Banach Wasserstein GAN
  • JR-GAN: Jacobian Regularization for Generative Adversarial Networks
  • CR-GAN: Learning Complete Representations for Multi-view Generation
  • High-Resolution Mammogram Synthesis using Progressive Generative Adversarial Networks
  • Sem-GAN: Semantically-Consistent Image-to-Image Translation
  • CT-GAN: Conditional Transformation Generative Adversarial Network for Image Attribute Modification
  • AlphaGAN: Generative adversarial networks for natural image matting
  • ReenactGAN: Learning to Reenact Faces via Boundary Transfer
  • To learn image super-resolution, use a GAN to learn how to do image degradation first
  • Generative Adversarial Frontal View to Bird View Synthesis
  • Physics-Based Generative Adversarial Models for Image Restoration and Beyond
  • Quantum generative adversarial learning in a superconducting quantum circuit
  • GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
  • Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs
  • Generative adversarial network-based image super-resolution using perceptual content losses
  • VelocityGAN: Data-Driven Full-Waveform Inversion Using Conditional Adversarial Networks
  • Large Scale GAN Training for High Fidelity Natural Image Synthesis
  • FutureGAN: Anticipating the Future Frames of Video Sequences using Spatio-Temporal 3d Convolutions in Progressively Growing Autoencoder GANs
  • Pairwise Augmented GANs with Adversarial Reconstruction Loss
  • Point Cloud GAN
  • Generative adversarial networks and adversarial methods in biomedical image analysis
  • CariGANs: Unpaired Photo-to-Caricature Translation
  • Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation
  • Product Title Refinement via Multi-Modal Generative Adversarial Learning
  • BubGAN: Bubble Generative Adversarial Networks for Synthesizing Realistic Bubbly Flow Images
  • Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets
  • Temporally Coherent GANs for Video Super-Resolution (TecoGAN)
  • FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery
  • MSG-GAN: Multi-Scale Gradient GAN for Stable Image Synthesis
  • GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution
  • DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials)
  • Comparing Generative Adversarial Network Techniques for Image Creation and Modification
  • RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces
  • 22
  • f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
  • Semi-Latent GAN: Learning to generate and modify facial images from attributes
  • MoCoGAN: Decomposing Motion and Content for Video Generation
  • ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network
  • Addressing Challenging Place Recognition Tasks using Generative Adversarial Networks
  • Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network
  • Which Training Methods for GANs do actually Converge?
  • Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation
  • GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB
  • Image-to-Image Translation with Conditional Adversarial Networks
  • Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network
  • Demystifying MMD GANs
  • Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks
  • Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks
  • Robust Conditional Generative Adversarial Networks
  • Patch-Based Image Inpainting with Generative Adversarial Networks
  • Speech-Driven Facial Reenactment Using Conditional Generative Adversarial Networks
  • Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network
  • Varying k-Lipschitz Constraint for Generative Adversarial Networks
  • Some Theoretical Properties of GANs
  • Fictitious GAN: Training GANs with Historical Models
  • Generative Adversarial Autoencoder Networks
  • PSFGAN: a generative adversarial network system for separating quasar point sources and host galaxy light
  • MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks
  • Full-body High-resolution Anime Generation with Progressive Structure-conditional Generative Adversarial Networks
  • Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN
  • Generative Adversarial Policy Networks for Behavioural Repertoire
  • Hair-GANs: Recovering 3D Hair Structure from a Single Image
  • On gradient regularizers for MMD GANs
  • FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis
  • Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks
  • ArtGAN: Artwork Synthesis with Conditional Categorical GANs
  • Multi-Agent Diverse Generative Adversarial Networks
  • Learning Texture Manifolds with the Periodic Spatial GAN
  • Stabilizing Training of Generative Adversarial Networks through Regularization
  • Variational Approaches for Auto-Encoding Generative Adversarial Networks
  • Efficient training-image based geostatistical simulation and inversion using a spatial generative adversarial neural network
  • Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss
  • High-Resolution Deep Convolutional Generative Adversarial Networks
  • Energy-relaxed Wasserstein GANs(EnergyWGAN): Towards More Stable and High Resolution Image Generation
  • Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks
  • cGANs with Projection Discriminator
  • Improved Part Segmentation Performance by Optimising Realism of Synthetic Images using Cycle Generative Adversarial Networks
  • Graphical Generative Adversarial Networks
  • Ranking Generative Adversarial Networks: Subjective Control over Semantic Image Attributes
  • IterGANs: Iterative GANs to Learn and Control 3D Object Transformation
  • Text to Image Synthesis Using Generative Adversarial Networks
  • Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference
  • Generative Adversarial Image Synthesis with Decision Tree Latent Controller
  • Generative Adversarial Networks for Unsupervised Object Co-localization
  • KinshipGAN: Synthesizing of Kinship Faces From Family Photos by Regularizing a Deep Face Network
  • Compositional GAN: Learning Conditional Image Composition
  • Single Image Haze Removal using a Generative Adversarial Network
  • Training Generative Adversarial Networks Via Turing Test
  • Generating Synthesized Computed Tomography (CT) from Cone-Beam Computed Tomography (CBCT) using CycleGAN for Adaptive Radiation Therapy
  • Efficient Super Resolution For Large-Scale Images Using Attentional GAN
  • A Style-Based Generator Architecture for Generative Adversarial Networks
  • Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination
  • CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning
  • XNet: GAN Latent Space Constraints
  • Generative Adversarial Networks for Real-time Stability of Inverter-based Systems
  • MRI to CT Translation with GANs
  • Conditional Domain Adaptation GANs for Biomedical Image Segmentation
  • Red blood cell image generation for data augmentation using Conditional Generative Adversarial Networks
  • Synthesizing facial photometries and corresponding geometries using generative adversarial networks
  • Removal of Batch Effects using Generative Adversarial Networks
  • Toward Joint Image Generation and Compression using Generative Adversarial Networks
  • Multi-objective training of Generative Adversarial Networks with multiple discriminators
  • Diversity-Sensitive Conditional Generative Adversarial Networks
  • CollaGAN : Collaborative GAN for Missing Image Data Imputation
  • TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation
  • Compressing GANs using Knowledge Distillation
  • A Generative 3D Facial Model by Adversarial Training
  • TomoGAN: Low-Dose X-Ray Tomography with Generative Adversarial Networks
  • Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation
  • Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data
  • MGANet: A Robust Model for Quality Enhancement of Compressed Video
  • TGANv2: Efficient Training of Large Models for Video Generation with Multiple Subsampling Layers
  • WarpGAN: Automatic Caricature Generation
  • Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People
  • GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation
  • Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization
  • Class-Distinct and Class-Mutual Image Generation with GANs
  • Self-Supervised Generative Adversarial Networks
  • Intra-class Variation Isolation in Conditional GANs
  • Metropolis-Hastings Generative Adversarial Networks
  • Lipizzaner: A System That Scales Robust Generative Adversarial Network Training
  • Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
  • GeoGAN: A Conditional GAN with Reconstruction and Style Loss to Generate Standard Layer of Maps from Satellite Images
  • Generative Steganography with Kerckhoffs' Principle based on Generative Adversarial Networks
  • Generative Steganography with Kerckhoffs' Principle based on Generative Adversarial Networks
  • GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB
  • IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network
  • Towards generative adversarial networks as a new paradigm for radiology education
  • Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness
  • Generation High resolution 3D model from natural language by Generative Adversarial Network
  • IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network
  • Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness
  • Towards generative adversarial networks as a new paradigm for radiology education
  • Generation High resolution 3D model from natural language by Generative Adversarial Network
  • Deep Generative Adversarial Compression Artifact Removal
  • Towards the Automatic Anime Characters Creation with Generative Adversarial Networks
  • Human Motion Modeling using DVGANs
  • Self-Attention Generative Adversarial Networks
  • BézierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters
  • Energy-based Generative Adversarial Network
  • Conditional Image Synthesis With Auxiliary Classifier GANs
  • Image De-raining Using a Conditional Generative Adversarial Network
  • Calibrating Energy-based Generative Adversarial Networks
  • Boundary-Seeking Generative Adversarial Networks - models](https://github.com/wiseodd/generative-models)  [ekrim/bgan-t](https://github.com/ekrim/bgan-tf)  [rdevon/BGAN](https://github.com/rdevon/BGAN)  [DeepTensors/Boundary-Seeking-GAN](https://github.com/DeepTensors/Boundary-Seeking-GAN)
  • Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
  • MMD GAN: Towards Deeper Understanding of Moment Matching Network
  • Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption
  • Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss
  • Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks
  • Multi-Generator Generative Adversarial Nets
  • Generative Adversarial Networks for Extreme Learned Image Compression
  • IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection
  • GANs beyond divergence minimization
  • BubGAN: Bubble Generative Adversarial Networks for Synthesizing Realistic Bubbly Flow Images
  • GANs for generating EFT models
  • Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data
  • ClusterGAN : Latent Space Clustering in Generative Adversarial Networks
  • The Inductive Bias of Restricted f-GANs
  • Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series
  • SiftingGAN: Generating and Sifting Labeled Samples to Improve the Remote Sensing Image Scene Classification Baseline in vitro
  • A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance
  • GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks
  • GANs for Medical Image Analysis
  • Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs
  • Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial Networks
  • Generative Adversarial Network in Medical Imaging: A Review
  • Symbolic Music Genre Transfer with CycleGAN
  • Autonomously and Simultaneously Refining Deep Neural Network Parameters by a Bi-Generative Adversarial Network Aided Genetic Algorithm
  • WaveCycleGAN: Synthetic-to-natural speech waveform conversion using cycle-consistent adversarial networks
  • Multi-View Frame Reconstruction with Conditional GAN
  • Conditional WaveGAN
  • Generative Adversarial Active Learning for Unsupervised Outlier Detection
  • Incorporating GAN for Negative Sampling in Knowledge Representation Learning
  • Pseudo-Random Number Generation using Generative Adversarial Networks
  • Generative Adversarial Network for Medical Images (MI-GAN)
  • Video Imitation GAN: Learning control policies by imitating raw videos using generative adversarial reward estimation
  • Semi-supervised Text Regression with Conditional Generative Adversarial Networks
  • On Self Modulation for Generative Adversarial Networks
  • Robust Estimation and Generative Adversarial Nets
  • Finding Solutions to Generative Adversarial Privacy
  • Local Stability and Performance of Simple Gradient Penalty mu-Wasserstein GAN
  • Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks
  • CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas
  • Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks
  • SPIGAN: Privileged Adversarial Learning from Simulation
  • A Generative Adversarial Model for Right Ventricle Segmentation
  • Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs
  • Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation
  • SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning
  • MDGAN: Boosting Anomaly Detection Using \\Multi-Discriminator Generative Adversarial Networks
  • Thermal Infrared Colorization via Conditional Generative Adversarial Network
  • Image Super-Resolution Using VDSR-ResNeXt and SRCGAN
  • Refacing: reconstructing anonymized facial features using GANs
  • The GAmmas from Nuclear Decays Hiding from Investigators (GANDHI) Experiment
  • Flow-based Network Traffic Generation using Generative Adversarial Networks
  • MsCGAN: Multi-scale Conditional Generative Adversarial Networks for Person Image Generation
  • Improved Techniques for GAN based Facial Inpainting
  • Single Image Haze Removal using a Generative Adversarial Network
  • Deblending galaxy superpositions with branched generative adversarial networks
  • Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech
  • Evaluating Text GANs as Language Models
  • Reproducing AmbientGAN: Generative models from lossy measurements
  • LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on color
  • GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks
  • Reducing over-smoothness in speech synthesis using Generative Adversarial Networks
  • CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks
  • Building Footprint Generation Using Improved Generative Adversarial Networks
  • Scalable Unbalanced Optimal Transport using Generative Adversarial Networks
  • Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis
  • A Convex Duality Framework for GANs
  • Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language
  • Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
  • Waveform generation for text-to-speech synthesis using pitch-synchronous multi-scale generative adversarial networks
  • Discovering state-parameter mappings in subsurface models using generative adversarial networks
  • Generating Synthesized Computed Tomography (CT) from Cone-Beam Computed Tomography (CBCT) using CycleGAN for Adaptive Radiation Therapy
  • Mixture Density Generative Adversarial Networks
  • Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks
  • Efficient Multi-Domain Dictionary Learning with GANs
  • CariGAN: Caricature Generation through Weakly Paired Adversarial Learning
  • Closed-Loop GAN for continual Learning
  • Robustness of Conditional GANs to Noisy Labels
  • Triple consistency loss for pairing distributions in GAN-based face synthesis
  • Improving GAN with neighbors embedding and gradient matching
  • Unsupervised RGBD Video Object Segmentation Using GANs
  • Finding Mixed Nash Equilibria of Generative Adversarial Networks
  • Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations
  • Student's t-Generative Adversarial Networks
  • Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation
  • Language GANs Falling Short
  • Training Generative Adversarial Networks with Weights
  • Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks
  • Style Separation and Synthesis via Generative Adversarial Networks
  • View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions
  • Effects of Dataset properties on the training of GANs
  • Generative Adversarial Policy Networks for Behavioural Repertoire
  • Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification
  • Forging new worlds: high-resolution synthetic galaxies with chained generative adversarial networks
  • On How Well Generative Adversarial Networks Learn Densities: Nonparametric and Parametric Results
  • Reducing Autocorrelation Times in Lattice Simulations with Generative Adversarial Networks
  • NEMGAN: Noise Engineered Mode-matching GAN
  • Imagining an Engineer: On GAN-Based Data Augmentation Perpetuating Biases
  • Typeface Completion with Generative Adversarial Networks
  • M2M-GAN: Many-to-Many Generative Adversarial Transfer Learning for Person Re-Identification
  • Changing the Image Memorability: From Basic Photo Editing to GANs
  • MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed Datasets
  • Evaluating GANs via Duality
  • Style and Content Disentanglement in Generative Adversarial Networks
  • ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks
  • Guiding the One-to-one Mapping in CycleGAN via Optimal Transport
  • Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks
  • PCGAN: Partition-Controlled Human Image Generation
  • Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data
  • MR-GAN: Manifold Regularized Generative Adversarial Networks
  • Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?
  • On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs
  • Deep learning framework DNN with conditional WGAN for protein solubility prediction
  • GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint
  • Bayesian CycleGAN via Marginalizing Latent Sampling
  • SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint
  • FD-GAN: Face-demorphing generative adversarial network for restoring accomplice's facial image
  • Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks
  • Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures
  • ChainGAN: A sequential approach to GANs
  • Pyramid Embedded Generative Adversarial Network for Automated Font Generation
  • Attributing Fake Images to GANs: Analyzing Fingerprints in Generated Images
  • Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks
  • T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling
  • MimicGAN: Corruption-Mimicking for Blind Image Recovery & Adversarial Defense
  • IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network
  • TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer
  • GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
  • Generative Adversarial Network Training is a Continual Learning Problem
  • Synthesizing Tabular Data using Generative Adversarial Networks
  • Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness
  • Semi-supervised learning with Bidirectional GANs
  • Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification
  • Cartoon-to-real: An Approach to Translate Cartoon to Realistic Images using GAN
  • On the Implicit Assumptions of GANs
  • GAN-EM: GAN based EM learning framework
  • Semi-supervised Rare Disease Detection Using Generative Adversarial Network
  • A Wasserstein GAN model with the total variational regularization
  • Image-based model parameter optimisation using Model-Assisted Generative Adversarial Networks
  • Generative Adversarial Self-Imitation Learning
  • Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks
  • General-to-Detailed GAN for Infrequent Class Medical Images
  • Prediction of typhoon tracks using a generative adversarial network with observational and meteorological data
  • Anomaly detection with Wasserstein GAN
  • BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN
  • Color Constancy by GANs: An Experimental Survey
  • Synthetic Dynamic PMU Data Generation: A Generative Adversarial Network Approach
  • AutoGAN: Robust Classifier Against Adversarial Attacks
  • Model Compression with Generative Adversarial Networks
  • Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection
  • Generative Adversarial Networks for Recovering Missing Spectral Information
  • Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN
  • Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks
  • A Probe Towards Understanding GAN and VAE Models
  • Spatial Fusion GAN for Image Synthesis
  • Generative adversarial networks for generation and classification of physical rehabilitation movement episodes
  • TET-GAN: Text Effects Transfer via Stylization and Destylization
  • Latent Dirichlet Allocation in Generative Adversarial Networks
  • Generative Adversarial Network based Speaker Adaptation for High Fidelity WaveNet Vocoder
  • Multi-Level Sequence GAN for Group Activity Recognition
  • GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds
  • Training on Art Composition Attributes to Influence CycleGAN Art Generation
  • Detecting GAN-generated Imagery using Color Cues
  • Sequential Attention GAN for Interactive Image Editing via Dialogue
  • Gradient-based deterministic inversion of geophysical data with Generative Adversarial Networks: is it feasible?
  • Knowledge-based automated planning with three-dimensional generative adversarial networks
  • Texture Deformation Based Generative Adversarial Networks for Face Editing
  • Improving MMD-GAN Training with Repulsive Loss Function
  • Deep Convolutional Generative Adversarial Network Based Food Recognition Using Partially Labeled Data
  • Protecting Sensitive Attributes via Generative Adversarial Networks
  • Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks
  • Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data
  • Autoencoders and Generative Adversarial Networks for Anomaly Detection for Sequences
  • Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN
  • Evaluating Generative Adversarial Networks on Explicitly Parameterized Distributions
  • On Computation and Generalization of GANs with Spectrum Control
  • TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set
  • Brain MRI super-resolution using 3D generative adversarial networks
  • Do GANs leave artificial fingerprints?
  • EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning
  • Variational quantum generators: Generative adversarial quantum machine learning for continuous distributions
  • Blind Motion Deblurring with Cycle Generative Adversarial Networks
  • Data Augmentation of Room Classifiers using Generative Adversarial Networks
  • How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach
  • LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network
  • CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation
  • SteganoGAN: High Capacity Image Steganography with GANs
  • Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation
  • GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis
  • Classical Music Generation in Distinct Dastgahs with AlimNet ACGAN
  • MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks
  • LHC analysis-specific datasets with Generative Adversarial Networks
  • Cone-beam CT to Planning CT synthesis using generative adversarial networks
  • Generative Adversarial Classifier for Handwriting Characters Super-Resolution
  • CommunityGAN: Community Detection with Generative Adversarial Nets
  • Generation High resolution 3D model from natural language by Generative Adversarial Network
  • DCNN-GAN: Reconstructing Realistic Image from fMRI
  • Learning Continuous Face Age Progression: A Pyramid of GANs
  • Composition and decomposition of GANs
  • A New CGAN Technique for Constrained Topology Design Optimization
  • Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face
  • Generating and Aligning from Data Geometries with Generative Adversarial Networks
  • QGAN: Quantized Generative Adversarial Networks
  • Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation
  • CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network
  • Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection
  • Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data
  • GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks
  • On Detecting GANs and Retouching based Synthetic Alterations
  • PA-GAN: Improving GAN Training by Progressive Augmentation
  • Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning
  • Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks
  • Deconstructing Generative Adversarial Networks
  • Out-of-Sample Testing for GANs
  • Decode and Transfer: A New Steganalysis Technique via Conditional Generative Adversarial Networks
  • HyperGAN: A Generative Model for Diverse, Performant Neural Networks
  • Virtual Conditional Generative Adversarial Networks
  • Visualizing and Understanding Generative Adversarial Networks (Extended Abstract)
  • Harnessing GANs for Addition of New Classes in VSR
  • Generative Adversarial Networks for geometric surfaces prediction in injection molding
  • VAE-GANs for Probabilistic Compressive Image Recovery: Uncertainty Analysis
  • AnomiGAN: Generative adversarial networks for anonymizing private medical data
  • Learning to Clean: A GAN Perspective
  • Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation
  • SCATGAN for Reconstruction of Ultrasound Scatterers Using Generative Adversarial Networks
  • Comparison of Patch-Based Conditional Generative Adversarial Neural Net Models with Emphasis on Model Robustness for Use in Head and Neck Cases for MR-Only planning
  • Reversible GANs for Memory-efficient Image-to-Image Translation
  • Collaborative GAN Sampling
  • Perturbative GAN: GAN with Perturbation Layers
  • Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video
  • Mol-CycleGAN - a generative model for molecular optimization
  • Progressive Generative Adversarial Networks for Medical Image Super resolution
  • Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level
  • Illumination Invariant Foreground Object Segmentation using ForeGANs
  • Skin Lesion Synthesis with Generative Adversarial Networks
  • Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving
  • Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions
  • (q,p)-Wasserstein GANs: Comparing Ground Metrics for Wasserstein GANs
  • Improving Generalization and Stability of Generative Adversarial Networks
  • GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation
  • Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images
  • Quick and Easy Time Series Generation with Established Image-based GANs
  • DC-Al GAN: Pseudoprogression and True Tumor Progression of Glioblastoma multiform Image Classification Based On DCGAN and Alexnet
  • SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction
  • Generative Adversarial Networks Synthesize Realistic OCT Images of the Retina
  • Data augmentation for low resource sentiment analysis using generative adversarial networks
  • SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color
  • Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery
  • Label-Removed Generative Adversarial Networks Incorporating with K-Means
  • 2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs
  • Vibrotactile Signal Generation from Texture Images or Attributes using Generative Adversarial Network
  • GANSynth: Adversarial Neural Audio Synthesis
  • Training GANs with Centripetal Acceleration
  • Wasserstein GAN Can Perform PCA
  • TraVeLGAN: Image-to-image Translation by Transformation Vector Learning
  • GAN-based Projector for Faster Recovery in Compressed Sensing with Convergence Guarantees
  • BoostGAN for Occlusive Profile Face Frontalization and Recognition
  • Realistic Ultrasonic Environment Simulation Using Conditional Generative Adversarial Networks
  • Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images
  • HexaGAN: Generative Adversarial Nets for Real World Classification
  • Semi-supervised GANs to Infer Travel Modes in GPS Trajectories
  • AutoGAN-based Dimension Reduction for Privacy Preservation
  • Enhancing the Robustness of Deep Neural Networks by Boundary Conditional GAN
  • Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty
  • CMR motion artifact correction using generative adversarial nets
  • On the generalization of GAN image forensics
  • GAN Based Image Deblurring Using Dark Channel Prior
  • Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial Networks
  • Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network
  • Improve Object Detection by Data Enhancement based on Generative Adversarial Nets
  • O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks
  • Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective
  • Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier
  • Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval
  • DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis
  • DijetGAN: A Generative-Adversarial Network Approach for the Simulation of QCD Dijet Events at the LHC
  • Deep Learning based End-to-End Wireless Communication Systems with Conditional GAN as Unknown Channel
  • GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier
  • Unsupervised Medical Image Translation Using Cycle-MedGAN
  • Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes
  • A Three-Player GAN: Generating Hard Samples To Improve Classification Networks
  • DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs
  • A Sinogram Inpainting Method based on Generative Adversarial Network for Limited-angle Computed Tomography
  • Progressive Generative Adversarial Binary Networks for Music Generation
  • Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis
  • MirrorGAN: Learning Text-to-image Generation by Redescription
  • Generative adversarial network-based glottal waveform model for statistical parametric speech synthesis
  • Unpaired image denoising using a generative adversarial network in X-ray CT
  • Conditional GANs For Painting Generation
  • Detecting GAN generated Fake Images using Co-occurrence Matrices
  • Robust Super-Resolution GAN, with Manifold-based and Perception Loss
  • Generating Adversarial Examples With Conditional Generative Adversarial Net
  • Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks
  • Hindsight Generative Adversarial Imitation Learning
  • Identity-Free Facial Expression Recognition using conditional Generative Adversarial Network
  • GANs for Semi-Supervised Opinion Spam Detection
  • GRIP: Generative Robust Inference and Perception for Semantic Robot Manipulation in Adversarial Environments
  • Designing nanophotonic structures using conditional-deep convolutional generative adversarial networks
  • OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations
  • Bandwidth Extension on Raw Audio via Generative Adversarial Networks
  • Towards Optimal Structured CNN Pruning via Generative Adversarial Learning
  • Generative Adversarial Minority Oversampling
  • SRGAN: Training Dataset Matters
  • Generative Adversarial Networks: recent developments
  • Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation
  • f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning
  • Combining Transfer Learning And Segmentation Information with GANs for Training Data Independent Image Registration
  • LOGAN: Unpaired Shape Transform in Latent Overcomplete Space
  • Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks
  • MeshGAN: Non-linear 3D Morphable Models of Faces
  • WGANSing: A Multi-Voice Singing Voice Synthesizer Based on the Wasserstein-GAN
  • Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis
  • Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data
  • Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks
  • Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification
  • GAN-based Pose-aware Regulation for Video-based Person Re-identification
  • SRDGAN: learning the noise prior for Super Resolution with Dual Generative Adversarial Networks
  • GANs-NQM: A Generative Adversarial Networks based No Reference Quality Assessment Metric for RGB-D Synthesized Views
  • Fast video object segmentation with Spatio-Temporal GANs
  • Photo-realistic Monocular Gaze Redirection using Generative Adversarial Networks
  • Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN
  • Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection
  • Generative Adversarial Positive-Unlabelled Learning
  • GraphGAN: Graph Representation Learning with Generative Adversarial Nets
  • Visual Feature Attribution using Wasserstein GANs
  • StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
  • HashGAN:Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval
  • Personalized and Occupational-aware Age Progression by Generative Adversarial Networks
  • Are GANs Created Equal? A Large-Scale Study
  • GAGAN: Geometry-Aware Generative Adversarial Networks
  • Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks
  • Bidirectional Conditional Generative Adversarial Networks
  • IVE-GAN: Invariant Encoding Generative Adversarial Networks
  • Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery
  • Generative Adversarial Perturbations
  • Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit
  • WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images
  • LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation
  • Activation Maximization Generative Adversarial Nets
  • Triple Generative Adversarial Nets
  • GP-GAN: Towards Realistic High-Resolution Image Blending
  • Softmax GAN
  • Bayesian GAN
  • Learning to Avoid Errors in GANs by Manipulating Input Spaces
  • Capturing the diversity of biological tuning curves using Generative Adversarial networks
  • Can GAN Learn Topological Features of a Graph?
  • Linear Discriminant Generative Adversarial Networks
  • ExprGAN: Facial Expression Editing with Controllable Expression Intensity
  • Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step
  • XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings
  • Stochastic reconstruction of an oolitic limestone by Generative Adversarial networks
  • CycleGAN Face-off
  • UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition
  • Generating Instance Segmentation Annotation by Geometry-guided GAN
  • Fast Cosmic Web Simulations with Generative Adversarial Networks
  • No Modes left behind: Capturing the data distribution effectively using GANs
  • Task-Aware Compressed Sensing with Generative Adversarial Networks
  • DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text
  • Generative Adversarial Networks using Adaptive Convolution
  • Spectral Image Visualization Using Generative Adversarial Networks
  • Geometry Score: A Method For Comparing Generative Adversarial Networks
  • Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network
  • Generative Adversarial Networks
  • Conditional Generative Adversarial Nets
  • Generative Adversarial Networks in Estimation of Distribution Algorithms for Combinatorial Optimization
  • Semi-Supervised Learning with Generative Adversarial Networks
  • Generative Adversarial Imitation Learning
  • Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks
  • Improved Techniques for Training GANs
  • InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
  • Coupled Generative Adversarial Networks
  • Generative Adversarial Text to Image Synthesis
  • Generating Images Part by Part with Composite Generative Adversarial Networks
  • Photo-realistic single image super-resolution using a generative adversarial network
  • SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
  • Contextual RNN-GANs for Abstract Reasoning Diagram Generation
  • Connecting Generative Adversarial Networks and Actor-Critic Methods
  • Generative Adversarial Nets from a Density Ratio Estimation Perspective
  • RenderGAN: Generating Realistic Labeled Data
  • Ways of Conditioning Generative Adversarial Networks
  • Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning
  • Generative Adversarial Networks as Variational Training of Energy Based Models
  • Multi-view Generative Adversarial Networks
  • Unrolled Generative Adversarial Networks
  • A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models
  • Least Squares Generative Adversarial Networks - models](https://github.com/wiseodd/generative-models)]
  • Inverting The Generator Of A Generative Adversarial Network
  • Imitating Driver Behavior with Generative Adversarial Networks
  • Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro
  • Invertible Conditional GANs for image editing
  • Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks
  • Temporal Generative Adversarial Nets with Singular Value Clipping
  • Texture Synthesis with Spatial Generative Adversarial Networks
  • SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks
  • Handwriting Profiling using Generative Adversarial Networks
  • C-RNN-GAN: Continuous recurrent neural networks with adversarial training
  • Ensembles of Generative Adversarial Networks
  • Message Passing Multi-Agent GANs
  • Mode Regularized Generative Adversarial Networks
  • Improved generator objectives for GANs
  • Generative Adversarial Parallelization
  • Stacked Generative Adversarial Networks
  • MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification
  • Modeling documents with Generative Adversarial Networks
  • SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
  • AdaGAN: Boosting Generative Models
  • Unsupervised Image-to-Image Translation with Generative Adversarial Networks
  • Image Generation and Editing with Variational Info Generative AdversarialNetworks
  • Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks
  • Towards Principled Methods for Training Generative Adversarial Networks
  • Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis
  • Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities
  • Wasserstein GAN
  • Face Aging With Conditional Generative Adversarial Networks
  • Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation
  • Precise Recovery of Latent Vectors from Generative Adversarial Networks
  • Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN
  • Unsupervised Diverse Colorization via Generative Adversarial Networks
  • Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently
  • Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
  • Generative Adversarial Active Learning
  • Maximum-Likelihood Augmented Discrete Generative Adversarial Networks
  • Generalization and Equilibrium in Generative Adversarial Nets (GANs)
  • Stopping GAN Violence: Generative Unadversarial Networks
  • Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
  • Learning to Discover Cross-Domain Relations with Generative Adversarial Networks
  • Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery
  • Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks
  • Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks
  • Face Super-Resolution Through Wasserstein GANs
  • Geometric GAN
  • Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN
  • GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data
  • Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking
  • Towards Diverse and Natural Image Descriptions via a Conditional GAN
  • TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network
  • Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
  • Generative Adversarial Residual Pairwise Networks for One Shot Learning
  • SEGAN: Speech Enhancement Generative Adversarial Network
  • Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network
  • Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets
  • SeGAN: Segmenting and Generating the Invisible
  • BEGAN: Boundary Equilibrium Generative Adversarial Networks
  • MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation
  • Improved Training of Wasserstein GANs
  • Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks
  • Generate To Adapt: Aligning Domains using Generative Adversarial Networks
  • Training Triplet Networks with GAN
  • Reconstruction of three-dimensional porous media using Generative Adversarial neural networks
  • MAGAN: Margin Adaptation for Generative Adversarial Networks
  • Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis
  • Comparison of Maximum Likelihood and GAN-based training of Real NVPs
  • Relaxed Wasserstein with Applications to GANs
  • On Convergence and Stability of GANs
  • Annealed Generative Adversarial Networks
  • From optimal transport to generative modeling: the VEGAN cookbook
  • LOGAN: Evaluating Privacy Leakage of Generative Models Using Generative Adversarial Networks
  • VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
  • Stabilizing GAN Training with Multiple Random Projections
  • Continual Learning in Generative Adversarial Nets
  • From source to target and back: symmetric bi-directional adaptive GAN
  • Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models
  • Approximation and Convergence Properties of Generative Adversarial Learning
  • Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training
  • Fisher GAN
  • Good Semi-supervised Learning that Requires a Bad GAN
  • Conditional CycleGAN for Attribute Guided Face Image Generation
  • Learning to Generate Chairs with Generative Adversarial Nets
  • The Numerics of GANs
  • Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs
  • TextureGAN: Controlling Deep Image Synthesis with Texture Patches
  • An Online Learning Approach to Generative Adversarial Networks
  • Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets
  • IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models
  • Deep Generative Adversarial Networks for Compressed Sensing Automates MRI
  • Megapixel Size Image Creation using Generative Adversarial Networks
  • The ELEGANT NMR Spectrometer
  • PixelGAN Autoencoders
  • Language Generation with Recurrent Generative Adversarial Networks without Pre-training
  • SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation
  • GAN and VAE from an Optimal Transport Point of View
  • DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data
  • Synthesizing Filamentary Structured Images with GANs
  • Creating Virtual Universes Using Generative Adversarial Networks
  • Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN
  • Gradient descent GAN optimization is locally stable
  • Interactive 3D Modeling with a Generative Adversarial Network
  • Perceptual Generative Adversarial Networks for Small Object Detection
  • Dualing GANs
  • Do GANs actually learn the distribution? An empirical study
  • GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
  • Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis
  • Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning
  • Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks
  • Towards Understanding the Dynamics of Generative Adversarial Networks
  • High-Quality Face Image SR Using Conditional Generative Adversarial Networks
  • AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks
  • Generative Adversarial Models for People Attribute Recognition in Surveillance
  • Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks
  • A step towards procedural terrain generation with GANs
  • f-GANs in an Information Geometric Nutshell
  • Guiding InfoGAN with Semi-Supervision
  • Generative Adversarial Network based on Resnet for Conditional Image Restoration
  • Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks
  • APE-GAN: Adversarial Perturbation Elimination with GAN
  • Likelihood Estimation for Generative Adversarial Networks
  • MMGAN: Manifold Matching Generative Adversarial Network
  • Model-Free Renewable Scenario Generation Using Generative Adversarial Networks
  • Unsupervised Visual Attribute Transfer with Reconfigurable Generative Adversarial Networks
  • Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis
  • Dual Motion GAN for Future-Flow Embedded Video Prediction
  • Generative Semantic Manipulation with Contrasting GAN
  • Controllable Generative Adversarial Network
  • Parametrization and Generation of Geological Models with Generative Adversarial Networks
  • Probabilistic Generative Adversarial Networks
  • Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification
  • Synthetic Medical Images from Dual Generative Adversarial Networks
  • CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training
  • Learning Graph Topological Features via GAN
  • Dual Discriminator Generative Adversarial Nets
  • The Conditional Analogy GAN: Swapping Fashion Articles on People Images
  • MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment
  • OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning
  • Class-Splitting Generative Adversarial Networks
  • Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network
  • Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks
  • Statistical Parametric Speech Synthesis Incorporating Generative Adversarial Networks
  • On the regularization of Wasserstein GANs
  • Binary Generative Adversarial Networks for Image Retrieval
  • Semi-supervised Conditional GANs
  • Sharpness-aware Low dose CT denoising using conditional Generative Adversarial network
  • VIGAN: Missing View Imputation with Generative Adversarial Networks
  • ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity?
  • Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
  • Abnormal Event Detection in Videos using Generative Adversarial Nets
  • PassGAN: A Deep Learning Approach for Password Guessing
  • Linking Generative Adversarial Learning and Binary Classification
  • Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records
  • Generative Adversarial Networks with Inverse Transformation Unit
  • Generative Adversarial Mapping Networks
  • Socially Compliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning
  • Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution
  • Simulating the Ising Model with a Deep Convolutional Generative Adversarial Network
  • CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning
  • Text2Action: Generative Adversarial Synthesis from Language to Action
  • Face Transfer with Generative Adversarial Network
  • Generative Adversarial Networks: An Overview
  • Phase space sampling and operator confidence with generative adversarial networks
  • Neural Stain-Style Transfer Learning using GAN for Histopathological Images
  • Context-Aware Generative Adversarial Privacy
  • How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis
  • A Self-Training Method for Semi-Supervised GANs
  • A Novel Approach to Artistic Textual Visualization via GAN
  • Parametrizing filters of a CNN with a GAN
  • A SeqGAN for Polyphonic Music Generation
  • Training GANs with Optimism
  • Data Augmentation in Emotion Classification Using Generative Adversarial Networks
  • Structured Generative Adversarial Networks
  • A Classification-Based Perspective on GAN Distributions
  • Robust Speech Recognition Using Generative Adversarial Networks
  • KGAN: How to Break The Minimax Game in GAN
  • Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System
  • Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data
  • ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network
  • Theoretical limitations of Encoder-Decoder GAN architectures
  • Synthetic Iris Presentation Attack using iDCGAN
  • Tensorizing Generative Adversarial Nets
  • Generative Adversarial Source Separation
  • Understanding GANs: the LQG Setting
  • Implicit Manifold Learning on Generative Adversarial Networks
  • Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization
  • On the Discrimination-Generalization Tradeoff in GANs
  • KBGAN: Adversarial Learning for Knowledge Graph Embeddings
  • Disease Prediction from Electronic Health Records Using Generative Adversarial Networks
  • Data Augmentation Generative Adversarial Networks
  • Sobolev GAN
  • Generative Steganography with Kerckhoffs' Principle based on Generative Adversarial Networks
  • TripletGAN: Training Generative Model with Triplet Loss
  • DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
  • How Generative Adversarial Networks and Its Variants Work: An Overview of GAN
  • Global versus Localized Generative Adversarial Nets
  • Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks
  • Two Birds with One Stone: Transforming and Generating Facial Images with Iterative GAN
  • 3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network
  • DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
  • Transferring Agent Behaviors from Videos via Motion GANs
  • CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation
  • Object Discovery By Generative Adversarial & Ranking Networks
  • CatGAN: Coupled Adversarial Transfer for Domain Generation
  • Demystifying AlphaGo Zero as AlphaGo GAN
  • Generative Adversarial Network for Abstractive Text Summarization
  • HP-GAN: Probabilistic 3D human motion prediction via GAN
  • GazeGAN - Unpaired Adversarial Image Generation for Gaze Estimation
  • Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories
  • Text Generation Based on Generative Adversarial Nets with Latent Variable
  • Unsupervised Generative Adversarial Cross-modal Hashing
  • Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks
  • GANGs: Generative Adversarial Network Games
  • Towards Quality Advancement of Underwater Machine Vision with Generative Adversarial Networks
  • Face Translation between Images and Videos using Identity-aware CycleGAN
  • Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts
  • Multimodal Storytelling via Generative Adversarial Imitation Learning
  • Learning to Fuse Music Genres with Generative Adversarial Dual Learning
  • Restricting Greed in Training of Generative Adversarial Network
  • Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data
  • GANs for LIFE: Generative Adversarial Networks for Likelihood Free Inference
  • High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
  • Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks
  • Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks
  • Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
  • Semi-Supervised Learning with IPM-based GANs: an Empirical Study
  • TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition
  • Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
  • Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image
  • PacGAN: The power of two samples in generative adversarial networks
  • Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding Manipulation
  • Language and Noise Transfer in Speech Enhancement Generative Adversarial Network
  • ComboGAN: Unrestrained Scalability for Image Domain Translation
  • Coverless Information Hiding Based on Generative adversarial networks
  • How Well Can Generative Adversarial Networks Learn Densities: A Nonparametric View
  • Use of Generative Adversarial Network for Cross-Domain Change Detection
  • Generative Adversarial Nets for Multiple Text Corpora
  • Deformable GANs for Pose-based Human Image Generation
  • Instance Map based Image Synthesis with a Denoising Generative Adversarial Network
  • A Deep Generative Adversarial Architecture for Network-Wide Spatial-Temporal Traffic State Estimation
  • Enhancing Underwater Imagery using Generative Adversarial Networks
  • Comparative Study on Generative Adversarial Networks
  • Unsupervised Cipher Cracking Using Discrete GANs
  • Grounded Language Understanding for Manipulation Instructions Using GAN-Based Classification
  • Composite Functional Gradient Learning of Generative Adversarial Models
  • Staff line Removal using Generative Adversarial Networks
  • Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks
  • Fluorescence Microscopy Image Segmentation Using Convolutional Neural Network With Generative Adversarial Networks
  • DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks
  • MaskGAN: Better Text Generation via Filling in the
  • Global and Local Consistent Age Generative Adversarial Networks
  • Generating Handwritten Chinese Characters using CycleGAN
  • Interactive Generative Adversarial Networks for Facial Expression Generation in Dyadic Interactions
  • Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs
  • Crossing Generative Adversarial Networks for Cross-View Person Re-identification
  • Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification
  • Modeling urbanization patterns with generative adversarial networks
  • SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
  • eCommerceGAN : A Generative Adversarial Network for E-commerce
  • Improved Training of Generative Adversarial Networks Using Representative Features
  • Predicting Rapid Fire Growth (Flashover) Using Conditional Generative Adversarial Networks
  • Face Aging with Contextual Generative Adversarial Nets
  • Face Synthesis with Landmark Points from Generative Adversarial Networks and Inverse Latent Space Mapping
  • Incremental Classifier Learning with Generative Adversarial Networks
  • Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks
  • Selective Sampling and Mixture Models in Generative Adversarial Networks
  • Training Generative Adversarial Networks via Primal-Dual Subgradient Methods: A Lagrangian Perspective on GAN
  • DeepRoad: GAN-based Metamorphic Autonomous Driving System Testing
  • SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network
  • Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets
  • Pros and Cons of GAN Evaluation Measures
  • Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification
  • Synthesizing Audio with Generative Adversarial Networks
  • Texture Classification in Extreme Scale Variations using GANet
  • First Order Generative Adversarial Networks
  • Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier
  • Selecting the Best in GANs Family: a Post Selection Inference Framework
  • Spectral Normalization for Generative Adversarial Networks
  • Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks
  • CapsuleGAN: Generative Adversarial Capsule Network
  • Efficient GAN-Based Anomaly Detection
  • RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks
  • Differentially Private Generative Adversarial Network
  • Voice Impersonation using Generative Adversarial Networks
  • Conditioning of three-dimensional generative adversarial networks for pore and reservoir-scale models
  • Inverting The Generator Of A Generative Adversarial Network (II)
  • A Study into the similarity in generator and discriminator in GAN architecture
  • Load Balanced GANs for Multi-view Face Image Synthesis
  • Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection
  • Solving Approximate Wasserstein GANs to Stationarity
  • Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees
  • Is Generator Conditioning Causally Related to GAN Performance?
  • Attention-Aware Generative Adversarial Networks (ATA-GANs)
  • Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network
  • Single-View Food Portion Estimation: Learning Image-to-Energy Mappings Using Generative Adversarial Networks
  • Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks
  • ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
  • Generating Differentially Private Datasets Using GANs
  • Cross-View Image Synthesis using Conditional GANs
  • An Introduction to Image Synthesis with Generative Adversarial Nets
  • Correction by Projection: Denoising Images with Generative Adversarial Networks
  • Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data
  • Image Colorization with Generative Adversarial Networks
  • Improving GANs Using Optimal Transport
  • Sdf-GAN: Semi-supervised Depth Fusion with Multi-scale Adversarial Networks
  • Attention-GAN for Object Transfiguration in Wild Images
  • Robust GANs against Dishonest Adversaries
  • Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
  • A Variational Inequality Perspective on Generative Adversarial Nets
  • Novelty Detection with GAN
  • Synthesizing realistic neural population activity patterns using Generative Adversarial Networks
  • MAGAN: Aligning Biological Manifolds
  • Evolutionary Generative Adversarial Networks
  • NetGAN: Generating Graphs via Random Walks
  • VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition
  • Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data
  • GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification
  • Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network
  • An Improved Evaluation Framework for Generative Adversarial Networks
  • Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks
  • VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos
  • Removing scanner biases using Generative Adversarial Networks
  • Regularizing Deep Hashing Networks Using GAN Generated Fake Images
  • BAGAN: Data Augmentation with Balancing GAN
  • Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition
  • Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
  • B-DCGAN:Evaluation of Binarized DCGAN for FPGA
  • Generative Adversarial Networks (GANs): What it can generate and What it cannot?
  • I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification
  • SyncGAN: Synchronize the Latent Space of Cross-modal Generative Adversarial Networks
  • A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation
  • Generative Adversarial Learning for Spectrum Sensing
  • Speech waveform synthesis from MFCC sequences with Generative Adversarial networks
  • StainGAN: Stain Style Transfer for Digital Histological Images
  • Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions
  • Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
  • Generative adversarial network-based approach to signal reconstruction from magnitude spectrograms
  • Language Modeling with Generative AdversarialNetworks
  • PingAn: An Insurance Scheme for Job Acceleration in Geo-distributed Big Data Analytics System
  • Modular Generative Adversarial Networks
  • Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification
  • MelanoGANs: High Resolution Skin Lesion Synthesis with GANs
  • Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN)
  • Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI
  • Blood Vessel Geometry Synthesis using Generative Adversarial Networks
  • MGGAN: Solving Mode Collapse using Manifold Guided Training
  • Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems
  • AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization System
  • Defo-Net: Learning Body Deformation using Generative Adversarial Networks
  • PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities
  • Learning an Inverse Tone Mapping Network with a Generative Adversarial Regularizer
  • Event Extraction with Generative Adversarial Imitation Learning
  • Deep Semantic Hashing with Generative Adversarial Networks
  • Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks
  • Quantum generative adversarial networks
  • Siamese Generative Adversarial Privatizer for Biometric Data
  • Quantum generative adversarial learning
  • DOOM Level Generation using Generative Adversarial Networks
  • Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation
  • Visual Data Synthesis via GAN for Zero-Shot Video Classification
  • Towards Deeper Generative Architectures for GANs using Dense connections
  • Occluded object reconstruction for first responders with augmented reality glasses using conditional generative adversarial networks
  • Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network
  • Fast and accurate simulation of particle detectors using Generative Adversarial neural networks
  • MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis
  • Transferring GANs: generating images from limited data
  • Fast-converging Conditional Generative Adversarial Networks for Image Synthesis
  • Elastic Registration of Medical Images With GANs
  • Unpaired Multi-Domain Image Generation via Regularized Conditional GANs
  • MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation
  • ReGAN: RE[LAX|BAR|INFORCE
  • High-resolution medical image synthesis using progressively grown generative adversarial networks
  • Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks
  • GAN Q-learning
  • Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning
  • Generative Adversarial Forests for Better Conditioned Adversarial Learning
  • Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing
  • Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks
  • Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models
  • GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
  • Improving Image Captioning with Conditional Generative Adversarial Nets
  • XOGAN: One-to-Many Unsupervised Image-to-Image Translation
  • An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks
  • GANE: A Generative Adversarial Network Embedding
  • Learning to Repair Software Vulnerabilities with Generative Adversarial Networks
  • A Solvable High-Dimensional Model of GAN
  • Semi-Supervised Learning with GANs: Revisiting Manifold Regularization
  • Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
  • Retinal Vessel Segmentation Based on Conditional Deep Convolutional Generative Adversarial Networks
  • End-to-End Speech-Driven Facial Animation with Temporal GANs
  • Primal-Dual Wasserstein GAN
  • Autonomously and Simultaneously Refining Deep Neural Network Parameters by Generative Adversarial Networks
  • Fairness GAN
  • DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction
  • Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations
  • Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification
  • Detecting Deceptive Reviews using Generative Adversarial Networks
  • Human Action Generation with Generative Adversarial Networks
  • Defending Against Adversarial Attacks by Leveraging an Entire GAN
  • Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI
  • High Quality Bidirectional Generative Adversarial Networks
  • Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN)
  • FairGAN: Fairness-aware Generative Adversarial Networks
  • Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks
  • Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks
  • Semantic Road Layout Understanding by Generative Adversarial Inpainting
  • MolGAN: An implicit generative model for small molecular graphs
  • Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks
  • GAIN: Missing Data Imputation using Generative Adversarial Nets
  • JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets
  • Generating Image Sequence from Description with LSTM Conditional GAN
  • Data Synthesis based on Generative Adversarial Networks
  • Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances
  • VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination
  • A Multimodal Classifier Generative Adversarial Network for Carry and Place Tasks from Ambiguous Language Instructions
  • Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network
  • CapsGAN: Using Dynamic Routing for Generative Adversarial Networks
  • Unfolding with Generative Adversarial Networks
  • Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation
  • Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation
  • Generative Adversarial Networks for Model Order Reduction in Seismic Full-Waveform Inversion
  • Disconnected Manifold Learning for Generative Adversarial Networks
  • GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks
  • SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints
  • A Memristor based Unsupervised Neuromorphic System Towards Fast and Energy-Efficient GAN
  • EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals
  • StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks
  • Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples
  • ExoGAN: Retrieving Exoplanetary Atmospheres Using Deep Convolutional Generative Adversarial Networks
  • Hierarchy of GANs for learning embodied self-awareness model
  • Cross-dataset Person Re-Identification Using Similarity Preserved Generative Adversarial Networks
  • On Accurate Evaluation of GANs for Language Generation
  • What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks
  • Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network
  • Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution
  • Sample-Efficient Deep RL with Generative Adversarial Tree Search
  • MedGAN: Medical Image Translation using GANs
  • On Enhancing Speech Emotion Recognition using Generative Adversarial Networks
  • BinGAN: Learning Compact Binary Descriptors with a Regularized GAN
  • Improving brain computer interface performance by data augmentation with conditional Deep Convolutional Generative Adversarial Networks
  • Mixed batches and symmetric discriminators for GAN training
  • Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios
  • An empirical study on evaluation metrics of generative adversarial networks
  • BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation
  • Semi-supervised Seizure Prediction with Generative Adversarial Networks
  • Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation
  • Privacy-Protective-GAN for Face De-identification
  • Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT
  • Disentangling Multiple Conditional Inputs in GANs
  • Single-channel Speech Dereverberation via Generative Adversarial Training
  • Customizing an Adversarial Example Generator with Class-Conditional GANs
  • Approximability of Discriminators Implies Diversity in GANs
  • High Diversity Attribute Guided Face Generation with GANs
  • Generate the corresponding Image from Text Description using Modified GAN-CLS Algorithm
  • Convergence Problems with Generative Adversarial Networks (GANs)
  • Performance Comparison of Convolutional AutoEncoders, Generative Adversarial Networks and Super-Resolution for Image Compression
  • Ambient Hidden Space of Generative Adversarial Networks
  • Resembled Generative Adversarial Networks: Two Domains with Similar Attributes
  • Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control
  • Channel Agnostic End-to-End Learning based Communication Systems with Conditional GAN
  • The relativistic discriminator: a key element missing from standard GAN
  • Modular Vehicle Control for Transferring Semantic Information to Unseen Weather Conditions using GANs
  • Semi-supervised Anomaly Detection Using GANs for Visual Inspection in Noisy Training Data
  • Generating Multi-Categorical Samples with Generative Adversarial Networks
  • New Losses for Generative Adversarial Learning
  • MIXGAN: Learning Concepts from Different Domains for Mixture Generation
  • PortraitGAN for Flexible Portrait Manipulation
  • Precise simulation of electromagnetic calorimeter showers using a Wasserstein Generative Adversarial Network
  • Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks
  • TequilaGAN: How to easily identify GAN samples
  • Generative Adversarial Privacy
  • Generative Adversarial Imitation from Observation
  • Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks
  • Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourage convex latent distributions
  • Airline Passenger Name Record Generation using Generative Adversarial Networks
  • CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement
  • Generative Adversarial Networks for MR-CT Deformable Image Registration
  • Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior
  • Cross-Modality Distillation: A case for Conditional Generative Adversarial Networks
  • Generative Adversarial Networks with Decoder-Encoder Output Noise
  • On catastrophic forgetting and mode collapse in Generative Adversarial Networks
  • Manifold regularization with GANs for semi-supervised learning
  • Deep Learning for Imbalance Data Classification using Class Expert Generative Adversarial Network
  • The GAN Landscape: Losses, Architectures, Regularization, and Normalization
  • Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously
  • Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X
  • Conditional Infilling GANs for Data Augmentation in Mammogram Classification
  • Towards Distributed Coevolutionary GANs
  • SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination
  • Generalization Bounds for Unsupervised Cross-Domain Mapping with WGANs
  • GANimation: Anatomically-aware Facial Animation from a Single Image
  • Improved Training with Curriculum GANs
  • Learning Plannable Representations with Causal InfoGAN
  • How good is my GAN?
  • Multi-Agent Generative Adversarial Imitation Learning
  • Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks
  • From Adversarial Training to Generative Adversarial Networks
  • Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network
  • Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators
  • Wasserstein GAN and Waveform Loss-based Acoustic Model Training for Multi-speaker Text-to-Speech Synthesis Systems Using a WaveNet Vocoder
  • ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction
  • Anomaly Detection via Minimum Likelihood Generative Adversarial Networks
  • Global Convergence to the Equilibrium of GANs using Variational Inequalities
  • Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN
  • Painting Outside the Box: Image Outpainting with GANs
  • Facial Information Recovery from Heavily Damaged Images using Generative Adversarial Network- PART 1
  • Gaussian Mixture Generative Adversarial Networks for Diverse Datasets, and the Unsupervised Clustering of Images
  • Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks
  • Generative Adversarial Estimation of Channel Covariance in Vehicular Millimeter Wave Systems
  • Paired 3D Model Generation with Conditional Generative Adversarial Networks
  • Rhythm-Flexible Voice Conversion without Parallel Data Using Cycle-GAN over Phoneme Posteriorgram Sequences
  • Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation
  • Learning and Inference on Generative Adversarial Quantum Circuits
  • Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network
  • Towards Audio to Scene Image Synthesis using Generative Adversarial Network
  • X-GANs: Image Reconstruction Made Easy for Extreme Cases
  • Risk-Sensitive Generative Adversarial Imitation Learning
  • ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans
  • Recycle-GAN: Unsupervised Video Retargeting
  • Typhoon track prediction using satellite images in a Generative Adversarial Network
  • Cross-view image synthesis using geometry-guided conditional GANs
  • Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation
  • TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial Networks
  • DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN
  • High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks
  • Semi-supervised Learning on Graphs with Generative Adversarial Nets
  • ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
  • Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks
  • PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks
  • Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks
  • Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach
  • Generating Highly Realistic Images of Skin Lesions with GANs
  • GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
  • Memory Replay GANs: learning to generate images from new categories without forgetting
  • Sample-Efficient Imitation Learning via Generative Adversarial Nets
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