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