gan zoo

The GAN Zoo 

 

https://sungsoo.github.io/2018/07/02/the-gan-zoo.html

 

  • 3D-ED-GAN - Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks
  • 3D-GAN - Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling (github)
  • 3D-IWGAN - Improved Adversarial Systems for 3D Object Generation and Reconstruction (github)
  • 3D-RecGAN - 3D Object Reconstruction from a Single Depth View with Adversarial Learning (github)
  • ABC-GAN - ABC-GAN: Adaptive Blur and Control for improved training stability of Generative Adversarial Networks (github)
  • ABC-GAN - GANs for LIFE: Generative Adversarial Networks for Likelihood Free Inference
  • AC-GAN - Conditional Image Synthesis With Auxiliary Classifier GANs
  • acGAN - Face Aging With Conditional Generative Adversarial Networks
  • ACGAN - Coverless Information Hiding Based on Generative adversarial networks
  • ACtuAL - ACtuAL: Actor-Critic Under Adversarial Learning
  • AdaGAN - AdaGAN: Boosting Generative Models
  • AdvGAN - Generating adversarial examples with adversarial networks
  • AE-GAN - AE-GAN: adversarial eliminating with GAN
  • AEGAN - Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets
  • AF-DCGAN - AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization System
  • AffGAN - Amortised MAP Inference for Image Super-resolution
  • AL-CGAN - Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts
  • ALI - Adversarially Learned Inference (github)
  • AlignGAN - AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks
  • AM-GAN - Activation Maximization Generative Adversarial Nets
  • AmbientGAN - AmbientGAN: Generative models from lossy measurements (github)
  • AnoGAN - Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery
  • APE-GAN - APE-GAN: Adversarial Perturbation Elimination with GAN
  • ARAE - Adversarially Regularized Autoencoders for Generating Discrete Structures (github)
  • ARDA - Adversarial Representation Learning for Domain Adaptation
  • ARIGAN - ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network
  • ArtGAN - ArtGAN: Artwork Synthesis with Conditional Categorial GANs
  • ATA-GAN - Attention-Aware Generative Adversarial Networks (ATA-GANs)
  • Attention-GAN - Attention-GAN for Object Transfiguration in Wild Images
  • AttGAN - Arbitrary Facial Attribute Editing: Only Change What You Want (github)
  • AttnGAN - AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks (github)
  • B-DCGAN - B-DCGAN:Evaluation of Binarized DCGAN for FPGA
  • b-GAN - Generative Adversarial Nets from a Density Ratio Estimation Perspective
  • BAGAN - BAGAN: Data Augmentation with Balancing GAN
  • Bayesian GAN - Deep and Hierarchical Implicit Models
  • Bayesian GAN - Bayesian GAN (github)
  • BCGAN - Bayesian Conditional Generative Adverserial Networks
  • BCGAN - Bidirectional Conditional Generative Adversarial networks
  • BEGAN - BEGAN: Boundary Equilibrium Generative Adversarial Networks
  • BGAN - Binary Generative Adversarial Networks for Image Retrieval (github)
  • BicycleGAN - Toward Multimodal Image-to-Image Translation (github)
  • BiGAN - Adversarial Feature Learning
  • BranchGAN - Branched Generative Adversarial Networks for Multi-Scale Image Manifold Learning
  • BS-GAN - Boundary-Seeking Generative Adversarial Networks
  • C-GAN - Face Aging with Contextual Generative Adversarial Nets
  • C-RNN-GAN - C-RNN-GAN: Continuous recurrent neural networks with adversarial training (github)
  • CA-GAN - Composition-aided Sketch-realistic Portrait Generation
  • CaloGAN - CaloGAN: Simulating 3D High Energy Particle Showers in Multi-Layer Electromagnetic Calorimeters with Generative Adversarial Networks (github)
  • CAN - CAN: Creative Adversarial Networks, Generating Art by Learning About Styles and Deviating from Style Norms
  • CapsuleGAN - CapsuleGAN: Generative Adversarial Capsule Network
  • CatGAN - Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
  • CatGAN - CatGAN: Coupled Adversarial Transfer for Domain Generation
  • CausalGAN - CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training
  • CC-GAN - Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks (github)
  • CDcGAN - Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network
  • CFG-GAN - Composite Functional Gradient Learning of Generative Adversarial Models
  • CGAN - Conditional Generative Adversarial Nets
  • CGAN - Controllable Generative Adversarial Network
  • Chekhov GAN - An Online Learning Approach to Generative Adversarial Networks
  • CipherGAN - Unsupervised Cipher Cracking Using Discrete GANs
  • CM-GAN - CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning
  • CoAtt-GAN - Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
  • CoGAN - Coupled Generative Adversarial Networks
  • ComboGAN - ComboGAN: Unrestrained Scalability for Image Domain Translation (github)
  • ConceptGAN - Learning Compositional Visual Concepts with Mutual Consistency
  • Conditional cycleGAN - Conditional CycleGAN for Attribute Guided Face Image Generation
  • constrast-GAN - Generative Semantic Manipulation with Contrasting GAN
  • Context-RNN-GAN - Contextual RNN-GANs for Abstract Reasoning Diagram Generation
  • CorrGAN - Correlated discrete data generation using adversarial training
  • Coulomb GAN - Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
  • Cover-GAN - Generative Steganography with Kerckhoffs’ Principle based on Generative Adversarial Networks
  • Cramèr GAN - The Cramer Distance as a Solution to Biased Wasserstein Gradients
  • Cross-GAN - Crossing Generative Adversarial Networks for Cross-View Person Re-identification
  • crVAE-GAN - Channel-Recurrent Variational Autoencoders
  • CS-GAN - Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
  • CVAE-GAN - CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training
  • CycleGAN - Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (github)
  • D-GAN - Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data
  • D-WCGAN - I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification
  • D2GAN - Dual Discriminator Generative Adversarial Nets
  • D2IA-GAN - Tagging like Humans: Diverse and Distinct Image Annotation
  • DA-GAN - DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials)
  • DAGAN - Data Augmentation Generative Adversarial Networks
  • DAN - Distributional Adversarial Networks
  • DBLRGAN - Adversarial Spatio-Temporal Learning for Video Deblurring
  • DCGAN - Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks (github)
  • DeblurGAN - DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks (github)
  • Defense-GAN - Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models
  • DeliGAN - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data (github)
  • DF-GAN - Learning Disentangling and Fusing Networks for Face Completion Under Structured Occlusions
  • DiscoGAN - Learning to Discover Cross-Domain Relations with Generative Adversarial Networks
  • DistanceGAN - One-Sided Unsupervised Domain Mapping
  • DM-GAN - Dual Motion GAN for Future-Flow Embedded Video Prediction
  • DNA-GAN - DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
  • Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound - https://arxiv.org/abs/1805.00357 (github)
  • dp-GAN - Differentially Private Releasing via Deep Generative Model
  • DP-GAN - DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text
  • DPGAN - Differentially Private Generative Adversarial Network
  • DR-GAN - Representation Learning by Rotating Your Faces
  • DRAGAN - How to Train Your DRAGAN (github)
  • DRPAN - Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation
  • DSP-GAN - Depth Structure Preserving Scene Image Generation
  • DTN - Unsupervised Cross-Domain Image Generation
  • DualGAN - DualGAN: Unsupervised Dual Learning for Image-to-Image Translation
  • Dualing GAN - Dualing GANs
  • Dynamics Transfer GAN - Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image
  • E-GAN - Evolutionary Generative Adversarial Networks
  • EBGAN - Energy-based Generative Adversarial Network
  • ecGAN - eCommerceGAN : A Generative Adversarial Network for E-commerce
  • ED//GAN - Stabilizing Training of Generative Adversarial Networks through Regularization
  • EGAN - Enhanced Experience Replay Generation for Efficient Reinforcement Learning
  • ELEGANT - ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
  • EnergyWGAN - Energy-relaxed Wassertein GANs (EnergyWGAN): Towards More Stable and High Resolution Image Generation
  • ExGAN - Eye In-Painting with Exemplar Generative Adversarial Networks
  • ExposureGAN - Exposure: A White-Box Photo Post-Processing Framework (github)
  • ExprGAN - ExprGAN: Facial Expression Editing with Controllable Expression Intensity
  • f-CLSWGAN - Feature Generating Networks for Zero-Shot Learning
  • f-GAN - f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
  • FBGAN - Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions
  • FF-GAN - Towards Large-Pose Face Frontalization in the Wild
  • Fictitious GAN - Fictitious GAN: Training GANs with Historical Models
  • FIGAN - Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks
  • Fila-GAN - Synthesizing Filamentary Structured Images with GANs
  • First Order GAN - First Order Generative Adversarial Networks (github)
  • Fisher GAN - Fisher GAN
  • Flow-GAN - Flow-GAN: Bridging implicit and prescribed learning in generative models
  • FSEGAN - Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition
  • FTGAN - Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture
  • FusedGAN - Semi-supervised FusedGAN for Conditional Image Generation
  • FusionGAN - Learning to Fuse Music Genres with Generative Adversarial Dual Learning
  • G2-GAN - Geometry Guided Adversarial Facial Expression Synthesis
  • GAAN - Generative Adversarial Autoencoder Networks
  • GAGAN - GAGAN: Geometry-Aware Generative Adverserial Networks
  • GAMN - Generative Adversarial Mapping Networks
  • GAN - Generative Adversarial Networks (github)
  • GAN-ATV - A Novel Approach to Artistic Textual Visualization via GAN
  • GAN-CLS - Generative Adversarial Text to Image Synthesis (github)
  • GAN-RS - Towards Qualitative Advancement of Underwater Machine Vision with Generative Adversarial Networks
  • GAN-sep - GANs for Biological Image Synthesis (github)
  • GAN-VFS - Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces
  • GANCS - Deep Generative Adversarial Networks for Compressed Sensing Automates MRI
  • GANDI - Guiding the search in continuous state-action spaces by learning an action sampling distribution from off-target samples
  • GANG - GANGs: Generative Adversarial Network Games
  • GANosaic - GANosaic: Mosaic Creation with Generative Texture Manifolds
  • GAP - Context-Aware Generative Adversarial Privacy
  • GAWWN - Learning What and Where to Draw (github)
  • GC-GAN - Geometry-Contrastive Generative Adversarial Network for Facial Expression Synthesis
  • GeneGAN - GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data (github)
  • GeoGAN - Generating Instance Segmentation Annotation by Geometry-guided GAN
  • Geometric GAN - Geometric GAN
  • GLCA-GAN - Global and Local Consistent Age Generative Adversarial Networks
  • GMAN - Generative Multi-Adversarial Networks
  • GMM-GAN - Towards Understanding the Dynamics of Generative Adversarial Networks
  • GoGAN - Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking
  • GONet - GONet: A Semi-Supervised Deep Learning Approach For Traversability Estimation
  • GP-GAN - GP-GAN: Towards Realistic High-Resolution Image Blending (github)
  • GP-GAN - GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks
  • GPU - A generative adversarial framework for positive-unlabeled classification
  • GRAN - Generating images with recurrent adversarial networks (github)
  • Graphical-GAN - Graphical Generative Adversarial Networks
  • GraspGAN - Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping
  • HAN - Chinese Typeface Transformation with Hierarchical Adversarial Network
  • HP-GAN - HP-GAN: Probabilistic 3D human motion prediction via GAN
  • HR-DCGAN - High-Resolution Deep Convolutional Generative Adversarial Networks
  • IAN - Neural Photo Editing with Introspective Adversarial Networks (github)
  • IcGAN - Invertible Conditional GANs for image editing (github)
  • ID-CGAN - Image De-raining Using a Conditional Generative Adversarial Network
  • IdCycleGAN - Face Translation between Images and Videos using Identity-aware CycleGAN
  • IFcVAEGAN - Conditional Autoencoders with Adversarial Information Factorization
  • iGAN - Generative Visual Manipulation on the Natural Image Manifold (github)
  • Improved GAN - Improved Techniques for Training GANs (github)
  • In2I - In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks
  • InfoGAN - InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets (github)
  • IRGAN - IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval models
  • Iterative-GAN - Two Birds with One Stone: Iteratively Learn Facial Attributes with GANs (github)
  • IVE-GAN - IVE-GAN: Invariant Encoding Generative Adversarial Networks
  • iVGAN - Towards an Understanding of Our World by GANing Videos in the Wild (github)
  • IWGAN - On Unifying Deep Generative Models
  • KBGAN - KBGAN: Adversarial Learning for Knowledge Graph Embeddings
  • KGAN - KGAN: How to Break The Minimax Game in GAN
  • l-GAN - Representation Learning and Adversarial Generation of 3D Point Clouds
  • LAC-GAN - Grounded Language Understanding for Manipulation Instructions Using GAN-Based Classification
  • LAGAN - Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis
  • LAPGAN - Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks (github)
  • LB-GAN - Load Balanced GANs for Multi-view Face Image Synthesis
  • LD-GAN - Linear Discriminant Generative Adversarial Networks
  • LDAN - Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Face Images
  • LeakGAN - Long Text Generation via Adversarial Training with Leaked Information
  • LeGAN - Likelihood Estimation for Generative Adversarial Networks
  • LGAN - Global versus Localized Generative Adversarial Nets
  • LR-GAN - LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation
  • LS-GAN - Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities
  • LSGAN - Least Squares Generative Adversarial Networks
  • MAD-GAN - Multi-Agent Diverse Generative Adversarial Networks
  • MAGAN - MAGAN: Margin Adaptation for Generative Adversarial Networks
  • MAGAN - MAGAN: Aligning Biological Manifolds
  • MalGAN - Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN
  • MaliGAN - Maximum-Likelihood Augmented Discrete Generative Adversarial Networks
  • manifold-WGAN - Manifold-valued Image Generation with Wasserstein Adversarial Networks
  • MARTA-GAN - Deep Unsupervised Representation Learning for Remote Sensing Images
  • MaskGAN - MaskGAN: Better Text Generation via Filling in the __
  • MC-GAN - Multi-Content GAN for Few-Shot Font Style Transfer (github)
  • McGAN - McGan: Mean and Covariance Feature Matching GAN
  • MD-GAN - Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks
  • MDGAN - Mode Regularized Generative Adversarial Networks
  • MedGAN - Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks
  • MelanoGAN - MelanoGANs: High Resolution Skin Lesion Synthesis with GANs
  • memoryGAN - Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks
  • MGAN - Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks (github)
  • MGGAN - Multi-Generator Generative Adversarial Nets
  • MGGAN - MGGAN: Solving Mode Collapse using Manifold Guided Training
  • MIL-GAN - Multimodal Storytelling via Generative Adversarial Imitation Learning
  • MIX+GAN - Generalization and Equilibrium in Generative Adversarial Nets (GANs)
  • MLGAN - Metric Learning-based Generative Adversarial Network
  • MMD-GAN - MMD GAN: Towards Deeper Understanding of Moment Matching Network (github)
  • MMGAN - MMGAN: Manifold Matching Generative Adversarial Network for Generating Images
  • MoCoGAN - MoCoGAN: Decomposing Motion and Content for Video Generation (github)
  • ModularGAN - Modular Generative Adversarial Networks
  • MPM-GAN - Message Passing Multi-Agent GANs
  • MS-GAN - Temporal Coherency based Criteria for Predicting Video Frames using Deep Multi-stage Generative Adversarial Networks
  • MTGAN - MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks
  • MuseGAN - MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial Networks
  • MV-BiGAN - Multi-view Generative Adversarial Networks
  • NAN - Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing
  • NCE-GAN - Dihedral angle prediction using generative adversarial networks
  • ND-GAN - Novelty Detection with GAN
  • NetGAN - NetGAN: Generating Graphs via Random Walks
  • OCAN - One-Class Adversarial Nets for Fraud Detection
  • OptionGAN - OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning
  • ORGAN - Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models
  • ORGAN - 3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversary Network
  • OT-GAN - Improving GANs Using Optimal Transport
  • PacGAN - PacGAN: The power of two samples in generative adversarial networks
  • PAN - Perceptual Adversarial Networks for Image-to-Image Transformation
  • PassGAN - PassGAN: A Deep Learning Approach for Password Guessing
  • Perceptual GAN - Perceptual Generative Adversarial Networks for Small Object Detection
  • PGAN - Probabilistic Generative Adversarial Networks
  • PGD-GAN - Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees
  • PGGAN - Patch-Based Image Inpainting with Generative Adversarial Networks
  • Pip-GAN - Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes
  • pix2pix - Image-to-Image Translation with Conditional Adversarial Networks (github)
  • pix2pixHD - High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs (github)
  • PixelGAN - PixelGAN Autoencoders
  • PN-GAN - Pose-Normalized Image Generation for Person Re-identification
  • Pose-GAN - The Pose Knows: Video Forecasting by Generating Pose Futures
  • PPAN - Privacy-Preserving Adversarial Networks
  • PPGN - Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
  • PrGAN - 3D Shape Induction from 2D Views of Multiple Objects
  • ProGanSR - A Fully Progressive Approach to Single-Image Super-Resolution
  • Progressive GAN - Progressive Growing of GANs for Improved Quality, Stability, and Variation (github)
  • PS-GAN - Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
  • PSGAN - Learning Texture Manifolds with the Periodic Spatial GAN
  • PS²-GAN - High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks
  • RadialGAN - RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks
  • RAN - RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment (github)
  • RankGAN - Adversarial Ranking for Language Generation
  • RCGAN - Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs
  • RefineGAN - Compressed Sensing MRI Reconstruction with Cyclic Loss in Generative Adversarial Networks
  • RenderGAN - RenderGAN: Generating Realistic Labeled Data
  • ResGAN - Generative Adversarial Network based on Resnet for Conditional Image Restoration
  • RNN-WGAN - Language Generation with Recurrent Generative Adversarial Networks without Pre-training (github)
  • RPGAN - Stabilizing GAN Training with Multiple Random Projections (github)
  • RTT-GAN - Recurrent Topic-Transition GAN for Visual Paragraph Generation
  • RWGAN - Relaxed Wasserstein with Applications to GANs
  • SAD-GAN - SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks
  • SAGA - Generative Adversarial Learning for Spectrum Sensing
  • SalGAN - SalGAN: Visual Saliency Prediction with Generative Adversarial Networks (github)
  • SAR-GAN - Generating High Quality Visible Images from SAR Images Using CNNs
  • SBADA-GAN - From source to target and back: symmetric bi-directional adaptive GAN
  • SCH-GAN - SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network
  • SD-GAN - Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
  • Sdf-GAN - Sdf-GAN: Semi-supervised Depth Fusion with Multi-scale Adversarial Networks
  • SEGAN - SEGAN: Speech Enhancement Generative Adversarial Network
  • SeGAN - SeGAN: Segmenting and Generating the Invisible
  • SegAN - SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation
  • SeqGAN - SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient (github)
  • SG-GAN - Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption (github)
  • SGAN - Texture Synthesis with Spatial Generative Adversarial Networks
  • SGAN - Stacked Generative Adversarial Networks (github)
  • SGAN - Steganographic Generative Adversarial Networks
  • SGAN - SGAN: An Alternative Training of Generative Adversarial Networks
  • sGAN - Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI
  • SimGAN - Learning from Simulated and Unsupervised Images through Adversarial Training
  • SisGAN - Semantic Image Synthesis via Adversarial Learning
  • SketchGAN - Adversarial Training For Sketch Retrieval
  • SketchyGAN - SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis
  • SL-GAN - Semi-Latent GAN: Learning to generate and modify facial images from attributes
  • SN-GAN - Spectral Normalization for Generative Adversarial Networks (github)
  • Sobolev GAN - Sobolev GAN
  • Social GAN - Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
  • Softmax GAN - Softmax GAN
  • Spike-GAN - Synthesizing realistic neural population activity patterns using Generative Adversarial Networks
  • Splitting GAN - Class-Splitting Generative Adversarial Networks
  • SRGAN - Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
  • SRPGAN - SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution
  • SS-GAN - Semi-supervised Conditional GANs
  • ss-InfoGAN - Guiding InfoGAN with Semi-Supervision
  • SSGAN - SSGAN: Secure Steganography Based on Generative Adversarial Networks
  • SSL-GAN - Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks
  • ST-CGAN - Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal
  • ST-GAN - Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently
  • ST-GAN - ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
  • StackGAN - StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks (github)
  • StainGAN: Stain Style Transfer for Digital Histological Images - https://arxiv.org/abs/1804.01601 (github)
  • StarGAN - StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation (github)
  • SteinGAN - Learning Deep Energy Models: Contrastive Divergence vs. Amortized MLE
  • Super-FAN - Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
  • SVSGAN - SVSGAN: Singing Voice Separation via Generative Adversarial Network
  • SWGAN - Solving Approximate Wasserstein GANs to Stationarity
  • SyncGAN - SyncGAN: Synchronize the Latent Space of Cross-modal Generative Adversarial Networks
  • S^2GAN - Generative Image Modeling using Style and Structure Adversarial Networks
  • TAC-GAN - TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network (github)
  • TAN - Outline Colorization through Tandem Adversarial Networks
  • tempoGAN - tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow
  • Text2Shape - Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings
  • textGAN - Generating Text via Adversarial Training
  • TextureGAN - TextureGAN: Controlling Deep Image Synthesis with Texture Patches
  • TGAN - Temporal Generative Adversarial Nets
  • TGAN - Tensorizing Generative Adversarial Nets
  • TGAN - Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization
  • tiny-GAN - Analysis of Nonautonomous Adversarial Systems
  • TP-GAN - Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis
  • Triple-GAN - Triple Generative Adversarial Nets
  • tripletGAN - TripletGAN: Training Generative Model with Triplet Loss
  • TV-GAN - TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition
  • UGACH - Unsupervised Generative Adversarial Cross-modal Hashing
  • UGAN - Enhancing Underwater Imagery using Generative Adversarial Networks
  • Unim2im - Unsupervised Image-to-Image Translation with Generative Adversarial Networks (github)
  • UNIT - Unsupervised Image-to-image Translation Networks (github)
  • Unrolled GAN - Unrolled Generative Adversarial Networks (github)
  • UV-GAN - UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition
  • VAE-GAN - Autoencoding beyond pixels using a learned similarity metric
  • VariGAN - Multi-View Image Generation from a Single-View
  • VAW-GAN - Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks
  • VEEGAN - VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning (github)
  • VGAN - Generating Videos with Scene Dynamics (github)
  • VGAN - Generative Adversarial Networks as Variational Training of Energy Based Models (github)
  • VGAN - Text Generation Based on Generative Adversarial Nets with Latent Variable
  • ViGAN - Image Generation and Editing with Variational Info Generative Adversarial Networks
  • VIGAN - VIGAN: Missing View Imputation with Generative Adversarial Networks
  • VoiceGAN - Voice Impersonation using Generative Adversarial Networks
  • VOS-GAN - VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos
  • VRAL - Variance Regularizing Adversarial Learning
  • WaterGAN - WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images
  • WaveGAN - Synthesizing Audio with Generative Adversarial Networks
  • weGAN - Generative Adversarial Nets for Multiple Text Corpora
  • WGAN - Wasserstein GAN (github)
  • WGAN-GP - Improved Training of Wasserstein GANs (github)
  • WS-GAN - Weakly Supervised Generative Adversarial Networks for 3D Reconstruction
  • XGAN - XGAN: Unsupervised Image-to-Image Translation for many-to-many Mappings
  • ZipNet-GAN - ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network
  • α-GAN - Variational Approaches for Auto-Encoding Generative Adversarial Networks (github)
  • β-GAN - Annealed Generative Adversarial Networks
  • Δ-GAN - Triangle Generative Adversarial Networks

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