Semantic Image-to-Image Translation for Domain Adaptation
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Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained explicitly on interpolations to promote convexity and better latent interpolations.
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Sketch2Color-anime-translationby sanjay035
Jupyter Notebook 73 Version:Current License: Permissive (MIT)
Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.
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A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.
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Rob-GAN: Generator, Discriminator and Adversarial Attacker
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Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)
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Stochastic training of graph convolutional networks
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An adversarial autoencoder implementation in pytorch
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pytorch implementation of Rosca, Mihaela, et al. "Variational Approaches for Auto-Encoding Generative Adversarial Networks." arXiv preprint arXiv:1706.04987 (2017).
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Conditional GAN for Anime face generation.
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FReeNet: Multi-Identity Face Reenactment, CVPR'20
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source code of the paper Graphical Generative Adversarial Networks
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Invert and perturb GAN images for test-time ensembling
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Code for the "Discriminative Regularization for Generative Models" paper.
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Tensorflow for ContourGAN: Image Contour Detection with Generative Adversarial Encoder-Decoder Networks
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Generation of Time Series data using generatuve adversarial networks (GANs) for biological purposes.
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GAN, transfer learning, few data.
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Adversarial-Learning-for-Generative-Conversational-Agentsby oswaldoludwig
Python 70 Version:Current License: No License (No License)
This repository contains a new adversarial training method for Generative Conversational Agents
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Tensorflow implementation of Semantic Image Inpainting with Deep Generative Models
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通过DCGAN生成动漫人物头像
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An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》
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Code for the paper: Sketch Your Own GAN https://peterwang512.github.io/GANSketching
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IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.
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Tensorflow Implementation of GAN modeling for sequential data
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PyTorch Implementation of Deformable GAN https://arxiv.org/abs/1801.00055
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Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"
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GANs with multiple Discriminators
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Evolutionary Generative Adversarial Networks (E-GAN)
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[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation
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ICASSP 2020 - ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network - Pytorch implementation
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Unsupervised Image to Image Translation with Generative Adversarial Networks
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Wide-Context Semantic Image Extrapolation, CVPR2019
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CPU/GPU/TPU implementation of the Inception Score
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PassGAN source code for Python 3 & TensorFlow 1.13 with a pre-trained model. https://arxiv.org/abs/1709.00440
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CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"
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Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)
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DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
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Generative Adversarial Network to Develop Synthetic Dialogues
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The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping
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Text to Image Synthesis using Generative Adversarial Networks
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tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Adversarial Network architecture (DCGAN).
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CPU/GPU/TPU implementation of the Fréchet Inception Distance
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Pix2Pix Image translation using conditional generative adversarial network - sketch to face
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Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)
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[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks
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Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch
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Tensorflow implementation of paper "unsupervised image to image translation networks"
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Latent space clustering in Generative Adversarial Network (GAN)
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joliGANby jolibrain
Semantic Image-to-Image Translation for Domain Adaptation
Python 73Updated: 2 y ago License: Proprietary (Proprietary)
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GAIAby timsainb
Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained explicitly on interpolations to promote convexity and better latent interpolations.
Jupyter Notebook 73Updated: 3 y ago License: No License (No License)
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Sketch2Color-anime-translationby sanjay035
Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.
Jupyter Notebook 73Updated: 3 y ago License: Permissive (MIT)
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DCGAN-Tensorflowby shaohua0116
A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.
Python 72Updated: 3 y ago License: Permissive (MIT)
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RobGANby xuanqing94
Rob-GAN: Generator, Discriminator and Adversarial Attacker
Python 72Updated: 4 y ago License: Permissive (MIT)
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manby ccsasuke
Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)
Python 72Updated: 4 y ago License: Permissive (MIT)
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stochastic_gcnby thu-ml
Stochastic training of graph convolutional networks
Python 72Updated: 4 y ago License: Permissive (MIT)
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Adversarial-Autoencoderby neale
An adversarial autoencoder implementation in pytorch
Python 72Updated: 4 y ago License: Permissive (MIT)
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alpha-GANby victor-shepardson
pytorch implementation of Rosca, Mihaela, et al. "Variational Approaches for Auto-Encoding Generative Adversarial Networks." arXiv preprint arXiv:1706.04987 (2017).
Jupyter Notebook 72Updated: 3 y ago License: Permissive (MIT)
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Conditional-AnimeGANby Natsu6767
Conditional GAN for Anime face generation.
Python 71Updated: 4 y ago License: No License (No License)
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FReeNetby zhangzjn
FReeNet: Multi-Identity Face Reenactment, CVPR'20
Python 71Updated: 3 y ago License: No License (No License)
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graphical-ganby zhenxuan00
source code of the paper Graphical Generative Adversarial Networks
Python 71Updated: 4 y ago License: No License (No License)
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gan-ensemblingby chail
Invert and perturb GAN images for test-time ensembling
Python 71Updated: 3 y ago License: Permissive (MIT)
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discgenby vdumoulin
Code for the "Discriminative Regularization for Generative Models" paper.
Python 70Updated: 4 y ago License: Permissive (MIT)
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ContourGANby ylf-li
Tensorflow for ContourGAN: Image Contour Detection with Generative Adversarial Encoder-Decoder Networks
Python 70Updated: 4 y ago License: No License (No License)
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TimeSeries-GANby numancelik34
Generation of Time Series data using generatuve adversarial networks (GANs) for biological purposes.
Python 70Updated: 3 y ago License: No License (No License)
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MineGANby yaxingwang
GAN, transfer learning, few data.
Python 70Updated: 3 y ago License: Permissive (MIT)
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Adversarial-Learning-for-Generative-Conversational-Agentsby oswaldoludwig
This repository contains a new adversarial training method for Generative Conversational Agents
Python 70Updated: 4 y ago License: No License (No License)
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semantic-image-inpaintingby ChengBinJin
Tensorflow implementation of Semantic Image Inpainting with Deep Generative Models
Python 70Updated: 4 y ago License: No License (No License)
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DCGAN_TensorFlowby Hellcatzm
通过DCGAN生成动漫人物头像
Python 70Updated: 4 y ago License: No License (No License)
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Vessel-wgan-pytorchby guyuchao
An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》
Python 70Updated: 3 y ago License: No License (No License)
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GANSketchingby PeterWang512
Code for the paper: Sketch Your Own GAN https://peterwang512.github.io/GANSketching
Python 70Updated: 3 y ago License: No License (No License)
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metricsby lzhbrian
IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.
Python 69Updated: 3 y ago License: Permissive (MIT)
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SequentialData-GANby jsikyoon
Tensorflow Implementation of GAN modeling for sequential data
Python 69Updated: 4 y ago License: Permissive (MIT)
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pose-transferby ssfootball04
PyTorch Implementation of Deformable GAN https://arxiv.org/abs/1801.00055
Python 69Updated: 4 y ago License: No License (No License)
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Sparsely-Grouped-GANby zhangqianhui
Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"
Python 69Updated: 3 y ago License: Permissive (MIT)
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GMANby iDurugkar
GANs with multiple Discriminators
Python 68Updated: 4 y ago License: No License (No License)
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EvolutionaryGANby WANG-Chaoyue
Evolutionary Generative Adversarial Networks (E-GAN)
Python 68Updated: 2 y ago License: Permissive (MIT)
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nemarby moabarar
[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation
Python 68Updated: 3 y ago License: Proprietary (Proprietary)
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ESRGANplusby ncarraz
ICASSP 2020 - ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network - Pytorch implementation
Python 68Updated: 3 y ago License: Permissive (Apache-2.0)
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Unsup-Im2Imby zsdonghao
Unsupervised Image to Image Translation with Generative Adversarial Networks
Python 68Updated: 4 y ago License: No License (No License)
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outpainting_srnby shepnerd
Wide-Context Semantic Image Extrapolation, CVPR2019
Python 68Updated: 4 y ago License: Permissive (MIT)
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Inception-Scoreby tsc2017
CPU/GPU/TPU implementation of the Inception Score
Python 68Updated: 4 y ago License: Permissive (Apache-2.0)
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PassGANby d4ichi
PassGAN source code for Python 3 & TensorFlow 1.13 with a pre-trained model. https://arxiv.org/abs/1709.00440
Python 68Updated: 2 y ago License: Permissive (MIT)
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Diverse-Structure-Inpaintingby USTC-JialunPeng
CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"
Python 68Updated: 3 y ago License: Permissive (MIT)
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houseganppby ennauata
Python 68Updated: 3 y ago License: Proprietary (Proprietary)
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Co-Mixupby snu-mllab
Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)
Jupyter Notebook 68Updated: 3 y ago License: Permissive (MIT)
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DNA-GANby Prinsphield
DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
Python 67Updated: 3 y ago License: Permissive (MIT)
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dialogue-ganby RWransky
Generative Adversarial Network to Develop Synthetic Dialogues
Python 67Updated: 4 y ago License: No License (No License)
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tganby pfnet-research
The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping
Python 67Updated: 3 y ago License: Permissive (MIT)
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text-to-imageby crisbodnar
Text to Image Synthesis using Generative Adversarial Networks
Python 67Updated: 4 y ago License: No License (No License)
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tableGANby mahmoodm2
tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Adversarial Network architecture (DCGAN).
Python 67Updated: 3 y ago License: No License (No License)
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Frechet-Inception-Distanceby tsc2017
CPU/GPU/TPU implementation of the Fréchet Inception Distance
Python 67Updated: 4 y ago License: No License (No License)
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SketchToFaceby richliao
Pix2Pix Image translation using conditional generative adversarial network - sketch to face
Python 67Updated: 4 y ago License: No License (No License)
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GVBby cuishuhao
Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)
Python 67Updated: 3 y ago License: Permissive (MIT)
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PacGANby fjxmlzn
[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks
Python 67Updated: 4 y ago License: Permissive (MIT)
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pi-GAN-pytorchby lucidrains
Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch
Python 67Updated: 4 y ago License: Permissive (MIT)
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textGAN_publicby dreasysnail
Python 66Updated: 4 y ago License: No License (No License)
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Img2Img-Translation-Networksby leehomyc
Tensorflow implementation of paper "unsupervised image to image translation networks"
Python 66Updated: 4 y ago License: Permissive (MIT)
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ClusterGANby sudiptodip15
Latent space clustering in Generative Adversarial Network (GAN)
Python 66Updated: 4 y ago License: No License (No License)
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