shawnyuen / Ganspapercollection
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GANsPaperCollection
Review or Survey
[paper]
NIPS 2016 Tutorial Generative Adversarial Networks[paper]
Generative Adversarial Networks An Overview2014
[paper] [code]
Generative Adversarial Nets[paper]
Conditional Generative Adversarial Nets2015
[paper]
Deep Generative Image Models Using a Laplacian Pyramid of Adversarial Networks[paper] [code]
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks[paper]
Adversarial Autoencoders[paper]
Deep Multi-scale Video Prediction Beyond Mean Square Error[paper]
Autoencoding beyond Pixels Using a Learned Similarity Metric[paper]
A Note on the Evaluation of Generative Models2016
[paper] [Pytorch code] [Torch code] [TF code]
(pix2pix) Image-to-image Translation with Conditional Adversarial Networks[paper]
Semantic Segmentation Using Adversarial Networks[paper] [code]
StackGAN Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks[paper] [tf+tl code] [Torch code] [Torch code]
Photo-realistic Single Image Super-resolution Using a Generative Adversarial Network[paper]
Generating Images with Perceptual Similarity Metrics based on Deep Networks[paper]
Generating Images with Recurrent Adversarial Networks[paper] [code] [project] [video]
Generative Visual Manipulation on the Natural Image Manifold[paper]
Generative Adversarial Text to Image Synthesis[paper]
Learning What and Where to Draw[paper]
Adversarial Training for Sketch Retrieval[paper]
Generative Image Modeling using Style and Structure Adversarial Networks[paper]
Generative Adversarial Networks as Variational Training of Energy Based Models[paper]
Adversarial Training Methods for Semi-Supervised Text Classification[paper]
Learning from Simulated and Unsupervised Images through Adversarial Training[paper]
Synthesizing the preferred inputs for neurons in neural networks via deep generator networks[paper]
Adversarial Feature Learning[paper]
Semantic Image Inpainting with Perceptual and Contextual Losses"Semantic Image Inpainting with Deep Generative Models" the same as the above but different title.
[paper]
Context Encoders: Feature Learning by Inpainting[paper]
Semi-supervised Learning with Context-conditional Generative Adversarial Networks[paper]
Robust LSTM-autoencoders for Face De-occlusion in the Wild[paper]
C-RNN-GAN: Continuous Recurrent Neural Networks with Adversarial Training[Paper]
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets[paper]
Conditional Image Synthesis with Auxiliary Classifier GANs[paper]
Pixel-level Domain Transfer[paper]
Invertible Conditional GANs for Image Editing[Paper]
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space[paper]
Unsupervised Learning for Physical Interaction through Video Prediction[paper]
Generating Videos with Scene Dynamics[paper] [code]
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks[paper]
Medical Image Synthesis with Context-aware Generative Adversarial Networks[paper]
Learning Temporal Transformations from Time-lapse Videos[paper]
Improved Techniques for Training GANs NIPS 2016[paper]
Mode Regularized Generative Adversarial Networks[paper]
Amortised MAP Inference for Image Super-resolutionLearning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts
[paper] [code]
Adversarially Learned Inference[paper]
Adversarial Feature Learning[paper]
EnhanceNet Single Image Super-Resolution through Automated Texture Synthesis[paper]
One-to-Many Network for Visually Pleasing Compression Artifacts Reduction[paper] [Torch code]
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring[paper]
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks[paper] [code]
Least Squares Generative Adversarial Networks[paper]
Inverting The Generator Of A Generative Adversarial Network[paper]
Stacked Generative Adversarial Networks[paper]
Unrolled Generative Adversarial Networks[paper]
Energy-based Generative Adversarial Network[paper]
Neural Photo Editing with Introspective Adversarial Networks[paper]
Ultra-Resolving Face Images by Discriminative Generative Networks[paper]
Generative Adversarial Nets from a Density Ratio Estimation Perspective[paper]
Adversarially Learned Inference[paper]
Generative Multi-Adversarial Networks[paper] [code]
(DTN) Unsupervised Cross-Domain Image Generation ICLR 20172017
[paper]
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks[paper]
AdaGAN: Boosting Generative Models[paper]
Unsupervised Image-to-image Translation with Generative Adversarial Networks[paper]
Adversarial Networks for the Detection of Aggressive Prostate Cancer[paper]
Generative Adversarial Residual Pairwise Networks for One Shot Learning[paper]
GP-GAN Towards Realistic High-resolution Image Blending[paper], [code]
Image De-raining Using a Conditional Generative Adversarial Network[paper]
Semi-latent GAN Learning to Generate and Modify Facial Images from Attributes[paper] [code]
Loss-sensitive Generative Adversarial Networks on Lipschitz Densities[paper]
On the Effect of Batch Normalization and Weight Normalization in Generative Adversarial Networks[paper]
Beyond Face Rotation Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis[paper]
Neural Face Editing with Intrinsic Image Disentangling[paper] [code]
(DualGAN) DualGAN: Unsupervised Dual Learning for Image-to-Image Translation ICCV 2017[paper] [code]
(CycleGAN) Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks ICCV 2017[paper]
Face Aging With Conditional Generative Adversarial Networks[paper]
Outline Colorization through Tandem Adversarial Networks[paper]
Real-Time Adaptive Image Compression[paper] [code]
Improved Training of Wasserstein GANs NIPS 2017[paper] [code]
The Cramer Distance as a Solution to Biased Wasserstein Gradients[paper]
Video Imagination from a Single Image with Transformation Generation[paper]
Perceptual Generative Adversarial Networks for Small Object Detection[paper] [code]
(TextureGAN) TextureGAN Controlling Deep Image Synthesis with Texture Patches CVPR 2018[paper]
Interactive 3D Modeling with a Generative Adversarial Network[paper]
Bayesian Conditional Generative Adverserial Networks[paper]
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis[paper] [Keras+TF code]
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks[paper]
Perceptual Adversarial Networks for Image-to-Image Transformation[paper]
Adversarial Image Alignment and Interpolation[paper]
On Unifying Deep Generative Models[paper]
Generalization and Equilibrium in Generative Adversarial Nets (GANs)[paper]
SegAN Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation[paper]
Self Adversarial Training for Human Pose Estimation[paper]
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network[paper]
AlignGAN Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks[paper]
High-Quality Face Image SR Using Conditional Generative Adversarial Networks[paper]
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks[paper]
Virtual PET Images from CT Data Using Deep Convolutional Networks Initial Results[paper]
Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)[paper]
Deep MR to CT Synthesis using Unpaired Data[paper]
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss[paper]
Bayesian GAN[paper]
Stabilizing Training of Generative Adversarial Networks through Regularization[paper]
GANs for Biological Image Synthesis[paper]
Sharpness-aware Low dose CT denoising using conditional generative adversarial network[paper]
Adversarial Generation of Training Examples for Vehicle License Plate Recognition[paper]
Adversarial Training and Dilated Convolutions for Brain MRI Segmentation[paper]
Aesthetic-Driven Image Enhancement by Adversarial Learning[paper]
Adversarial Nets with Perceptual Losses for Text-to-image Synthesis[paper]
Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network[paper]
Adversarial PoseNet A Structure-aware Convolutional Network for Human Pose Estimation[paper]
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB[paper]
ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network[paper]
Compressed Sensing MRI Reconstruction with Cyclic Loss in Generative Adversarial Networks[paper]
Synthetic Medical Images from Dual Generative Adversarial Networks[papaer]
Learning Loss for Knowledge Distillation with Conditional Adversarial Networks[paper]
Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification[paper]
Towards Understanding Adversarial Learning for Joint Distribution Matching[paper]
Generative Semantic Manipulation with Contrasting GAN ECCV 2018[paper]
Deep Generative Filter for Motion Deblurring[paper]
Improving Heterogeneous Face Recognition with Conditional Adversarial Networks[paper]
Exposure A White-Box Photo Post-Processing Framework[paper]
A Study of Cross-domain Generative Models applied to Cartoon Series[paper]
Fisher GAN[paper]
Neural Stain-Style Transfer Learning using GAN for Histopathological Images[paper]
Many Paths to Equilibrium GANs Do Not Need to Decrease aDivergence At Every Step[paper] [code]
Progressive Growing of GANs for Improved Quality, Stability, and Variation[paper]
Addressing Challenging Place Recognition Tasks using Generative Adversarial Networks[paper]
Generative Adversarial Network based on Resnet for Conditional Image Restoration[paper]
Face Transfer with Generative Adversarial Network[paper] [code]
SEGAN Speech Enhancement Generative Adversarial Network[paper]
BEGAN Boundary Equilibrium Generative Adversarial Networks[paper] [Pytorch code]
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation CVPR 2018[paper] [code]
(pix2pix-HD) High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs CVPR 2018[paper]
Precise Recovery of Latent Vectors from Generative Adversarial Networks[paper]
Towards Principled Methods for Training Generative Adversarial Networks[paper]
Wasserstein GAN[paper]
The Numerics of GANs[paper]
Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders[paper]
Deep Future Gaze Gaze Anticipation on Egocentric Videos Using Adversarial Networks[paper]
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data[paper]
MARTA GANs Unsupervised Representation Learning for Remote Sensing Image Classification[paper]
Adversarial Variational Bayes Unifying Variational Autoencoders and Generative Adversarial Networks[paper]
Adversarial Stain Transfer for Histopathology Image Analysis[paper]
Geometrical Insights for Implicit Generative Modeling"Leon Bottou"
[paper]
Multi-Agent Diverse Generative Adversarial Networks[paper]
Learning Face Age Progression: A Pyramid Architecture of GANs[paper] [code]
(BicycleGAN) Toward Multimodal Image-to-Image Translation NIPS 2017[paper] [code]
(UNIT) Unsupervised Image-to-Image Translation Networks NIPS 2017[paper] [code]
(DiscoGAN) Learning to Discover Cross-Domain Relations with Generative Adversarial Networks ICML 2017[paper] [code]
(DistanceGAN) One-Sided Unsupervised Domain Mapping NISP 2017[paper] [code]
(Triangle GAN) Triangle Generative Adversarial Networks NIPS 2017[paper] [code]
AttGAN: Facial Attribute Editing by Only Changing What You Want 20172018
[paper]
Coupled Generative Adversarial Stacked Auto-encoder: CoGASA[paper]
High-throughput, High-resolution Generated Adversarial Network Microscopy[paper] [code]
Geometry Score A Method For Comparing Generative Adversarial Networks[paper]
Mastering Sketching Adversarial Augmentation for Structured Prediction"TOG"
[paper]
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network[paper]
Learning to Adapt Structured Output Space for Semantic Segmentation[paper]
A Study into the Similarity in Generator and Discriminator in GAN Architecture[paper]
An Introduction to Image Synthesis with Generative Adversarial Nets"text2image, image2image"
[paper], [code]
Densely Connected Pyramid Dehazing Network[paper]
3D Conditional Generative Adversarial Networks for High-quality PET Image Estimation at Low Dose[paper]
Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network[paper] [code]
Spectral Normalization for Generative Adversarial Networks ICLR 2018[paper]
PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup[paper]
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network CVPR 2018[paper] [code]
Improving Shape Deformation in Unsupervised Image-to-Image Translation ECCV 2018[paper]
To learn image super-resolution, use a GAN to learn how to do image degradation first ECCV 2018[paper] [code]
GANimation Anatomically-aware Facial Animation from a Single Image ECCV 2018[paper]
SwapNet Garment Transfer in Single View Images ECCV 2018[paper]
Modular Generative Adversarial Networks ECCV 2018[paper]
Image Generation from Sketch Constraint Using Contextual GAN ECCV 2018[paper]
Smart, Sparse Contours to Represent and Edit Images CVPR 2018[paper]
Image-to-image Translation for Cross-domain Disentanglement NIPS 2018[paper] [code]
(CartoonGAN) CartoonGAN: Generative Adversarial Networks for Photo Cartoonization CVPR 2018[paper]
(SCAN) Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks ECCV 2018[paper]
(InstaGAN) Instance-aware image-to-image translation 2018[paper]
Geometry Guided Adversarial Facial Expression Synthesis ACM MM 2018[paper]
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks CVPR 2018[paper]
Attention-GAN for Object Transfiguration in Wild Images 2018[paper] [code]
Unsupervised Attention-guided Image to Image Translation NIPS 2018[paper]
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention 2018[paper]
Conditional CycleGAN for Attribute Guided Face Image Generation ECCV 2018[paper] [code]
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data ICML 2018[paper] [code]
Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation ACM MM 2018[paper]
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings ICML 2018[paper] [code]
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes ECCV 2018[paper] [code]
(MUNIT) Multimodal Unsupervised Image-to-Image Translation ECCV 2018[paper]
Conditional Image-to-Image Translation CVPR 2018Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency
[paper] [code]
Diverse Image-to-Image Translation via Disentangled Representations ECCV 2018[paper]
(BigGANs) Large Scale GAN Training for High Fidelity Natural Image Synthesis ICLR 20192019
[paper]
Self-Supervised Generative Adversarial Networks CVPR 2019”arXiv v2: Self-Supervised GANs via Auxiliary Rotation Loss“
[paper]
SinGAN: Learning a Generative Model from a Single Natural Image ICCV 2019Note that the project description data, including the texts, logos, images, and/or trademarks,
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