GAN彙總
阿新 • • 發佈：2019-01-07
- 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-PhysNet - 3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations
- 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
- acGAN - On-line Adaptative Curriculum Learning for GANs
- ACtuAL - ACtuAL: Actor-Critic Under Adversarial Learning
- AdaGAN - AdaGAN: Boosting Generative Models
- Adaptive GAN - Customizing an Adversarial Example Generator with Class-Conditional GANs
- AdvEntuRe - AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples
- AdvGAN - Generating adversarial examples with adversarial networks
- AE-GAN - AE-GAN: adversarial eliminating with GAN
- AE-OT - Latent Space Optimal Transport for Generative Models
- 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
- AIM - Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization
- 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
- AlphaGAN - AlphaGAN: Generative adversarial networks for natural image matting
- AM-GAN - Activation Maximization Generative Adversarial Nets
- AmbientGAN - AmbientGAN: Generative models from lossy measurements (github)
- AMC-GAN - Video Prediction with Appearance and Motion Conditions
- AnoGAN - Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery
- APD - Adversarial Distillation of Bayesian Neural Network Posteriors
- 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
- ASDL-GAN - Automatic Steganographic Distortion Learning Using a Generative Adversarial Network
- 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)
- AVID - AVID: Adversarial Visual Irregularity Detection
- 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
- BEAM - Boltzmann Encoded Adversarial Machines
- BEGAN - BEGAN: Boundary Equilibrium Generative Adversarial Networks
- BEGAN-CS - Escaping from Collapsing Modes in a Constrained Space
- Bellman GAN - Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN
- BGAN - Binary Generative Adversarial Networks for Image Retrieval (github)
- Bi-GAN - Autonomously and Simultaneously Refining Deep Neural Network Parameters by a Bi-Generative Adversarial Network Aided Genetic Algorithm
- BicycleGAN - Toward Multimodal Image-to-Image Translation (github)
- BiGAN - Adversarial Feature Learning
- BinGAN - BinGAN: Learning Compact Binary Descriptors with a Regularized GAN
- BourGAN - BourGAN: Generative Networks with Metric Embeddings
- BranchGAN - Branched Generative Adversarial Networks for Multi-Scale Image Manifold Learning
- BRE - Improving GAN Training via Binarized Representation Entropy (BRE) Regularization (github)
- BridgeGAN - Generative Adversarial Frontal View to Bird View Synthesis
- BS-GAN - Boundary-Seeking Generative Adversarial Networks
- BubGAN - BubGAN: Bubble Generative Adversarial Networks for Synthesizing Realistic Bubbly Flow Images
- BWGAN - Banach Wasserstein GAN
- 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
- CapsGAN - CapsGAN: Using Dynamic Routing for Generative Adversarial Networks
- 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)
- cd-GAN - Conditional Image-to-Image Translation
- CDcGAN - Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network
- CE-GAN - Deep Learning for Imbalance Data Classification using Class Expert 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
- ciGAN - Conditional Infilling GANs for Data Augmentation in Mammogram Classification
- CinCGAN - Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks
- CipherGAN - Unsupervised Cipher Cracking Using Discrete GANs
- ClusterGAN - ClusterGAN : Latent Space Clustering in Generative Adversarial Networks
- 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
- cowboy - Defending Against Adversarial Attacks by Leveraging an Entire GAN
- CR-GAN - CR-GAN: Learning Complete Representations for Multi-view Generation
- 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
- CSG - Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks
- CT-GAN - CT-GAN: Conditional Transformation Generative Adversarial Network for Image Attribute Modification
- 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)
- DADA - DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification
- 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)
- DE-GAN - Generative Adversarial Networks with Decoder-Encoder Output Noise
- DeblurGAN - DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks (github)
- DeepFD - Learning to Detect Fake Face Images in the Wild
- Defense-GAN - Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (github)
- Defo-Net - Defo-Net: Learning Body Deformation using Generative Adversarial Networks
- DeliGAN - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data (github)
- DF-GAN - Learning Disentangling and Fusing Networks for Face Completion Under Structured Occlusions
- DialogWAE - DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder
- 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
- DMGAN - Disconnected Manifold Learning for Generative Adversarial Networks
- DNA-GAN - DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
- DOPING - DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN
- 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)
- Dropout-GAN - Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators
- DRPAN - Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation
- DSH-GAN - Deep Semantic Hashing with Generative Adversarial Networks
- DSP-GAN - Depth Structure Preserving Scene Image Generation
- DTLC-GAN - Generative Adversarial Image Synthesis with Decision Tree Latent Controller
- DTN - Unsupervised Cross-Domain Image Generation
- DTR-GAN - DTR-GAN: Dilated Temporal Relational Adversarial Network for Video Summarization
- DualGAN - DualGAN: Unsupervised Dual Learning for Image-to-Image Translation
- Dualing GAN - Dualing GANs
- DVGAN - Human Motion Modeling using DVGANs
- 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
- EAR - Generative Model for Heterogeneous Inference
- 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
- Editable GAN - Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously
- EGAN - Enhanced Experience Replay Generation for Efficient Reinforcement Learning
- EL-GAN - EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection
- 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
- ESRGAN - ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
- 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
- FairGAN - FairGAN: Fairness-aware Generative Adversarial Networks
- Fairness GAN - Fairness GAN
- FakeGAN - Detecting Deceptive Reviews using Generative Adversarial Networks
- FBGAN - Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop Architecture for Optimizing Protein Functions
- FBGAN - Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference
- FC-GAN - Fast-converging Conditional Generative Adversarial Networks for Image Synthesis
- FF-GAN - Towards Large-Pose Face Frontalization in the Wild
- FGGAN - Adversarial Learning for Fine-grained Image Search
- 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
- FrankenGAN - rankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs
- 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
- FusionGAN - Generating a Fusion Image: One's Identity and Another's Shape
- G2-GAN - Geometry Guided Adversarial Facial Expression Synthesis
- GAAN - Generative Adversarial Autoencoder Networks
- GAF - Generative Adversarial Forests for Better Conditioned Adversarial Learning
- GAGAN - GAGAN: Geometry-Aware Generative Adverserial Networks
- GAIA - Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourage convex latent distributions
- GAIN - GAIN: Missing Data Imputation using Generative Adversarial Nets
- GAMN - Generative Adversarial Mapping Networks
- GAN - Generative Adversarial Networks (github)
- GAN Lab - GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
- GAN Q-learning - GAN Q-learning
- GAN-AD - Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series
- 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-SD - Virtual-Taobao: Virtualizing Real-world Online Retail Environment for Reinforcement Learning
- GAN-sep - GANs for Biological Image Synthesis (github)
- GAN-VFS - Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces
- GAN-Word2Vec - Adversarial Training of Word2Vec for Basket Completion
- GANAX - GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks
- 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
- GANG - Beyond Local Nash Equilibria for Adversarial Networks
- GANosaic - GANosaic: Mosaic Creation with Generative Texture Manifolds
- GANVO - GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks
- GAP - Context-Aware Generative Adversarial Privacy
- GAP - Generative Adversarial Privacy
- GATS - Sample-Efficient Deep RL with Generative Adversarial Tree Search
- GAWWN - Learning What and Where to Draw (github)
- GC-GAN - Geometry-Contrastive Generative Adversarial Network for Facial Expression Synthesis
- GcGAN - Geometry-Consistent Adversarial Networks for One-Sided Unsupervised Domain Mapping
- 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
- GIN - Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation
- GLCA-GAN - Global and Local Consistent Age Generative Adversarial Networks
- GM-GAN - Gaussian Mixture Generative Adversarial Networks for Diverse Datasets, and the Unsupervised Clustering of Images
- 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
- GraphSGAN - Semi-supervised Learning on Graphs with Generative Adversarial Nets
- GraspGAN - Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping
- GT-GAN - Deep Graph Translation
- HAN - Chinese Typeface Transformation with Hierarchical Adversarial Network
- HAN - Bidirectional Learning for Robust Neural Networks
- HiGAN - Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks
- HP-GAN - HP-GAN: Probabilistic 3D human motion prediction via GAN
- HR-DCGAN - High-Resolution Deep Convolutional Generative Adversarial Networks
- hredGAN - Multi-turn Dialogue Response Generation in an Adversarial Learning framework
- 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)
- IGMM-GAN - Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data
- 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)
- IntroVAE - IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis
- IR2VI - IR2VI: Enhanced Night Environmental Perception by Unsupervised Thermal Image Translation
- IRGAN - IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval models
- IRGAN - Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances
- ISGAN - Invisible Steganography via Generative Adversarial Network
- ISP-GPM - Inner Space Preserving Generative Pose Machine
- Iterative-GAN - Two Birds with One Stone: Iteratively Learn Facial Attributes with GANs (github)
- IterGAN - IterGANs: Iterative GANs to Learn and Control 3D Object Transformation
- 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
- JointGAN - JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets
- JR-GAN - JR-GAN: Jacobian Regularization for Generative Adversarial Networks
- 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
- LBT - Learning Implicit Generative Models by Teaching Explicit Ones
- LCC-GAN - Adversarial Learning with Local Coordinate Coding
- 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
- Lipizzaner - Towards Distributed Coevolutionary GANs
- 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
- M-AAE - Mask-aware Photorealistic Face Attribute Manipulation
- 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)
- MC-GAN - MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis
- 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
- MedGAN - MedGAN: Medical Image Translation using GANs
- MEGAN - MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation
- MelanoGAN - MelanoGANs: High Resolution Skin Lesion Synthesis with GANs
- memoryGAN - Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks
- MeRGAN - Memory Replay GANs: learning to generate images from new categories without forgetting
- 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
- MinLGAN - Anomaly Detection via Minimum Likelihood Generative Adversarial Networks
- MIX+GAN - Generalization and Equilibrium in Generative Adversarial Nets (GANs)
- MIXGAN - MIXGAN: Learning Concepts from Different Domains for Mixture Generation
- MLGAN - Metric Learning-based Generative Adversarial Network
- MMC-GAN - A Multimodal Classifier Generative Adversarial Network for Carry and Place Tasks from Ambiguous Language Instructions
- 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)
- Modified GAN-CLS - Generate the corresponding Image from Text Description using Modified GAN-CLS Algorithm
- ModularGAN - Modular Generative Adversarial Networks
- MolGAN - MolGAN: An implicit generative model for small molecular graphs
- 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
- N2RPP - N2RPP: An Adversarial Network to Rebuild Plantar Pressure for ACLD Patients
- 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
- PD-WGAN - Primal-Dual Wasserstein GAN
- 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
- PIONEER - Pioneer Networks: Progressively Growing Generative Autoencoder
- 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
- PM-GAN - PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities
- PN-GAN - Pose-Normalized Image Generation for Person Re-identification
- POGAN - Perceptually Optimized Generative Adversarial Network for Single Image Dehazing
- Pose-GAN - The Pose Knows: Video Forecasting by Generating Pose Futures
- PP-GAN - Privacy-Protective-GAN for Face De-identification
- 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
- PSGAN - PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening
- 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
- RaGAN - The relativistic discriminator: a key element missing from standard GAN
- 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
- ReConNN - Reconstruction of Simulation-Based Physical Field with Limited Samples by Reconstruction Neural Network
- Recycle-GAN - Recycle-GAN: Unsupervised Video Retargeting
- RefineGAN - Compressed Sensing MRI Reconstruction with Cyclic Loss in Generative Adversarial Networks
- ReGAN - ReGAN: RE[LAX|BAR|INFORCE] based Sequence Generation using GANs (github)
- RegCGAN - Unpaired Multi-Domain Image Generation via Regularized Conditional GANs
- RenderGAN - RenderGAN: Generating Realistic Labeled Data
- Resembled GAN - Resembled Generative Adversarial Networks: Two Domains with Similar Attributes
- ResGAN - Generative Adversarial Network based on Resnet for Conditional Image Restoration
- RNN-WGAN - Language Generation with Recurrent Generative Adversarial Networks without Pre-training (github)
- RoCGAN - Robust Conditional Generative Adversarial Networks
- 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
- SAGAN - Self-Attention Generative Adversarial Networks
- SalGAN - SalGAN: Visual Saliency Prediction with Generative Adversarial Networks (github)
- SAM - Sample-Efficient Imitation Learning via Generative Adversarial Nets
- sAOG - Deep Structured Generative Models
- 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
- ScarGAN - ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans
- 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: Ad