wgan-gp

There are 4 repositories under wgan-gp topic.

ddbourgin / numpy-ml
Machine learning, in numpy
machine-learning neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet lstm wgan-gp attention reinforcement-learning good-turing-smoothing knn mfcc gaussian-processes word2vec
Language:Python 14546
hwalsuklee / tensorflow-generative-model-collections
Collection of generative models in Tensorflow
gan vae cgan infogan acgan lsgan wgan dragan ebgan variational-autoencoder began tensorflow mnist fashion-mnist wgan-gp cvae generative-adversarial-networks generative-model generative-models improved-wgan
Language:Python 3901
znxlwm / pytorch-generative-model-collections
Collection of generative models in Pytorch version.
pytorch gan cgan infogan acgan wgan dragan ebgan began generative-adversarial-network conditional-gan mnist fashion-mnist package collection wgan-gp lsgan
Language:Python 2564
tjwei / GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
wgan wgan-gp infogan lasagne keras pytorch tensorflow pix2pix dcgan dragan cyclegan
Language:Jupyter Notebook 1497
caogang / wgan-gp
A pytorch implementation of Paper "Improved Training of Wasserstein GANs"
wgan-gp pytorch
Language:Python 1479
kozistr / Awesome-GANs
Awesome Generative Adversarial Networks with tensorflow
generative-adversarial-network tensorflow machine-learning began cgan dcgan gan lapgan lsgan wgan wgan-gp ebgan stargan srgan arxiv dragan cogan acgan sagan f-gan
Language:Python 761
kwotsin / mimicry
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
generative-adversarial-networks gans reproducibility pytorch generative-models machine-learning gan sngan sngan-projection wgan-gp ssgan dcgan infomax-gan cgan cvpr python cvpr2020 cvpr20
Language:Python 601
khanrc / tf.gans-comparison
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
gans dcgan lsgan wgan wgan-gp dragan ebgan began tensorflow celeba lsun gan
Language:Python 469
jalola / improved-wgan-pytorch
Improved WGAN in Pytorch
acgan pytorch wasserstein-gans wgan-gp
Language:Python 435
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2
dcgan lsgan wgan wgan-gp wasserstein-gans dragan tensorflow tensorflow2 gan gans
Language:Python 419
pfnet-research / chainer-gan-lib
Chainer implementation of recent GAN variants
deep-learning generative-adversarial-network dcgan wgan-gp
Language:Python 408
Yangyangii / GAN-Tutorial
Simple Implementation of many GAN models with PyTorch.
pytorch-gan gan gan-implementations dcgan conditional-gan wgan gan-pytorch pytorch gan-tutorial infogan wgan-gp infogan-pytorch vanilla-gan mnist cars-dataset stanford-cars celeba began began-pytorch regularization
Language:Jupyter Notebook 369
EmilienDupont / wgan-gp
Pytorch implementation of Wasserstein GANs with Gradient Penalty
gan gradient-penalty pytorch wasserstein-gan wgan-gp
Language:Python 235
w86763777 / pytorch-gan-collections
PyTorch implementation of DCGAN, WGAN-GP and SNGAN.
wgan-gp sngan fid-score dcgan pytorch
Language:Python 225
MingtaoGuo / DCGAN_WGAN_WGAN-GP_LSGAN_SNGAN_RSGAN_BEGAN_ACGAN_PGGAN_TensorFlow
Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN
generative-adversarial-network dcgan wgan wgan-gp sngan tensorflow face-generative rsgan rasgan began colab acgan pggan
Language:Python 217
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch
DCGAN LSGAN WGAN-GP DRAGAN PyTorch
dcgan lsgan wgan-gp dragan pytorch
Language:Python 195
krishk97 / ECE-C247-EEG-GAN
GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, datasets 2a. Final project for UCLA's EE C247: Neural Networks and Deep Learning course.
dcgan eeg tensorflow2 vae wgan wgan-gp
Language:Jupyter Notebook 136
lilianweng / unified-gan-tensorflow
A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
dcgan-tensorflow gan tensorflow wgan wgan-gp
Language:Python 115
LixiangHan / GANs-for-1D-Signal
implementation of several GANs with pytorch
gan pytorch gcgan wgan wgan-gp raman-spectra
Language:Python 113
wangguanan / Pytorch-Basic-GANs
Simple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.
pytorch gan cgan dcgan wgan wgan-gp
Language:Python 101
tlatkowski / inpainting-gmcnn-keras
Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018
inpainting keras deep-learning nips-2018 gan generative-adversarial-network convolutional-neural-networks tensorflow computer-vision cnn python3 wasserstein-gan wgan-gp image-inpainting deep-neural-networks improved-wgan improved-wasserstein neurips-2018 places365 nvidia
Language:Python 93
marload / GANs-TensorFlow2
🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...
tensorflow2 deeplearning gan dcgan lsgan wgan wgan-gp ssgan generative-adversarial-network tf2 tf tensorflow
Language:Python 92
goldhuang / SRGAN-PyTorch
A PyTorch implementation of SRGAN specific for Anime Super Resolution based on "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network". And another PyTorch WGAN-gp implementation of SRGAN referring to "Improved Training of Wasserstein GANs".
srgan wgan-gp pytorch anime
Language:Python 84
Kyushik / Generative-Model
Repository for implementation of generative models with Tensorflow 1.x
gan vae dcgan lsgan wgan wgan-gp cgan infogan cyclegan stargan aggan vq-vae beta-vae hologan generative-models raindrop-removal singan stylegan pggan
Language:Jupyter Notebook 71
shaohua0116 / WGAN-GP-TensorFlow
TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.
gan wgan-gp generative-adversarial-network lsgan image-generation image-synthesis
Language:Python 44
Lornatang / WassersteinGAN_GP-PyTorch
Improved training of Wasserstein GANs
gan wgan-gp discriminator generator
Language:Python 43
gcucurull / cond-wgan-gp
Pytorch implementation of a Conditional WGAN with Gradient Penalty
pytorch pytorch-gan gans wgan-gp cwgan-gp deep-learning
Language:Python 36
jerrygood0703 / speech-enhancement-WGAN
speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN
speech-enhancement generative-adversarial-network wgan-gp
Language:Python 35
AliceAria / Performance-comparison-of-GAN-on-cifar-10
Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10
tensorflow acgan dragan gans infogan wgan-gp cifar-10 inception-score wgan performance-comparison
Language:Python 34
kartikgill / TF2-Keras-GAN-Notebooks
Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)
python tensorflow2 keras generative-adversarial-network infogan lsgan adversarial-machine-learning wgan wgan-gp srgan dcgan gan gans cyclegan pix2pix deep-learning discogan context-encoder
Language:Jupyter Notebook 31
preritj / progressive_growing_of_GANs
Pure tensorflow implementation of progressive growing of GANs
gan generative-adversarial-network progressively-growing-gan progressive-gan tensorflow pggan wasserstein-gan wgan-gp wgan
Language:Python 30
shivaniarbat / wgan-gp-transformer
Implementation of our paper "Wasserstein Adversarial Transformer for Cloud Workload Prediction"
transformer wgan-gp pytorch-implementation madgrad
Language:Python 29
sutd-visual-computing-group / Fourier-Discrepancies-CNN-Detection
[CVPR 2021: Oral] In this work, we show that high frequency Fourier spectrum decay discrepancies are not inherent characteristics for existing CNN-based generative models.
gans dcgan lsgan wgan-gp stargan fourier-transform cvpr2021 pytorch pytorch-lightning fourier-spectrum-discrepancies webdataset
Language:Python 26
drewszurko / tensorflow-WGAN-GP
TensorFlow 2.0 implementation of Improved Training of Wasserstein GANs
tensorflow tensorflow-wgan-gp tensorflow-datasets wasserstein-gan wgan-gp tensorflow2
Language:Python 25
Machine-Learning-Tokyo / generative_deep_learning
Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)
gans generative-adversarial-networks generative-model stylegan vae wgan wgan-gp
Language:Jupyter Notebook 25
changwoolee / WGAN-GP-tensorflow
Tensorflow Implementation of Paper "Improved Training of Wasserstein GANs"
deep-learning deep-neural-networks gan generative-adversarial-network python tensorflow wgan wgan-gp
Language:Python 24

wgan-gp

ddbourgin / numpy-ml

hwalsuklee / tensorflow-generative-model-collections

znxlwm / pytorch-generative-model-collections

tjwei / GANotebooks

caogang / wgan-gp

kozistr / Awesome-GANs

kwotsin / mimicry

khanrc / tf.gans-comparison

jalola / improved-wgan-pytorch

LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2

pfnet-research / chainer-gan-lib

Yangyangii / GAN-Tutorial

EmilienDupont / wgan-gp

w86763777 / pytorch-gan-collections

MingtaoGuo / DCGAN_WGAN_WGAN-GP_LSGAN_SNGAN_RSGAN_BEGAN_ACGAN_PGGAN_TensorFlow

LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch

krishk97 / ECE-C247-EEG-GAN

lilianweng / unified-gan-tensorflow

LixiangHan / GANs-for-1D-Signal

wangguanan / Pytorch-Basic-GANs

tlatkowski / inpainting-gmcnn-keras

marload / GANs-TensorFlow2

goldhuang / SRGAN-PyTorch

Kyushik / Generative-Model

shaohua0116 / WGAN-GP-TensorFlow

Lornatang / WassersteinGAN_GP-PyTorch

gcucurull / cond-wgan-gp

jerrygood0703 / speech-enhancement-WGAN

AliceAria / Performance-comparison-of-GAN-on-cifar-10

kartikgill / TF2-Keras-GAN-Notebooks

preritj / progressive_growing_of_GANs

shivaniarbat / wgan-gp-transformer

sutd-visual-computing-group / Fourier-Discrepancies-CNN-Detection

drewszurko / tensorflow-WGAN-GP

Machine-Learning-Tokyo / generative_deep_learning

changwoolee / WGAN-GP-tensorflow