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ganspapercollection's Introduction
Conditional Generative Adversarial Nets [paper]
Deep Generative Image Models Using a Laplacian Pyramid of Adversarial Networks [paper]
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks [paper] [code]
Deep Multi-scale Video Prediction Beyond Mean Square Error [paper]
Autoencoding beyond Pixels Using a Learned Similarity Metric [paper]
Semantic Segmentation Using Adversarial Networks [paper]
StackGAN Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks [paper] [code]
Generating Images with Perceptual Similarity Metrics based on Deep Networks [paper]
Generating Images with Recurrent Adversarial Networks [paper]
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 [paper]
"Semantic Image Inpainting with Deep Generative Models" the same as the above but different title.
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]
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks [paper] [code]
Medical Image Synthesis with Context-aware Generative Adversarial Networks [paper]
Learning Temporal Transformations from Time-lapse Videos [paper]
Improved Techniques for Training GANs [paper]
Mode Regularized Generative Adversarial Networks [paper]
Amortised MAP Inference for Image Super-resolution [paper]
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts
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]
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring [paper] [Torch code]
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks [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]
Image De-raining Using a Conditional Generative Adversarial Network [paper]
Semi-latent GAN Learning to Generate and Modify Facial Images from Attributes [paper]
Loss-sensitive Generative Adversarial Networks on Lipschitz Densities [paper] [code]
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]
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation [paper]
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks [paper]
Face Aging With Conditional Generative Adversarial Networks [paper]
Outline Colorization through Tandem Adversarial Networks [paper]
Real-Time Adaptive Image Compression [paper]
The Cramer Distance as a Solution to Biased Wasserstein Gradients [paper] [code]
Video Imagination from a Single Image with Transformation Generation [paper]
Perceptual Generative Adversarial Networks for Small Object Detection [paper]
TextureGAN Controlling Deep Image Synthesis with Texture Patches [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]
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks [paper] [Keras+TF code]
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]
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 [paper]
Learning Loss for Knowledge Distillation with Conditional Adversarial Networks [papaer]
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 [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]
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]
Progressive Growing of GANs for Improved Quality, Stability, and Variation [paper] [code]
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]
SEGAN Speech Enhancement Generative Adversarial Network [paper] [code]
BEGAN Boundary Equilibrium Generative Adversarial Networks [paper]
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation [paper] [Pytorch code]
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs [paper] [code]
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