gradient-penalty

There are 1 repository under gradient-penalty topic.

EmilienDupont / wgan-gp
Pytorch implementation of Wasserstein GANs with Gradient Penalty
gan gradient-penalty pytorch wasserstein-gan wgan-gp
Language:Python 237
arunppsg / TadGAN
Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"
wasserstein-gan gradient-penalty generative-adversarial-network time-series-anomaly-detection pytorch
Language:Python 149
maple-research-lab / glsgan-gp
Generalized Loss-Sensitive Generative Adversarial Networks (GLS-GAN) in PyTorch with gradient penalty, including both LS-GAN and WGAN as special cases.
pytorch ls-gan gradient-penalty
Language:Python 30
georgehalal / cWGAN-GP
A conditional Wasserstein Generative Adversarial Network with gradient penalty (cWGAN-GP) for stochastic generation of galaxy properties in wide-field surveys
wasserstein-gan conditional-gan pytorch tqdm pandas healpy pickle logging json gradient-penalty
Language:Python 11
NicelyCla / cWGAN-gp
My version of cWGAN-gp. Simply my cDCGAN-based but using the Wasserstein Loss and gradient penalty.
gan deep-learning machine-learning conditional-gan wasserstein-gan wasserstein-distance gradient-penalty
Language:Python 10
Data-Science-kosta / WGAN-GP-for-Face-Generation
Keras implementation of WGAN GP for face generation. The model is trained on CelebA dataset.
gan gans wasserstein-gan gradient-penalty keras celeba-dataset face-generation
Language:Jupyter Notebook 9
LynnHo / GAN-Techniques-Tensorflow
GANs: Losses, Regularizations and Normalizations
gan generative-adversarial-network gradient-penalty spectral-normalization
Language:Python 8
palle-k / DL4S-WGAN-GP
Wasserstein GAN with Gradient Penalty in DL4S
dcgan gan generative-adversarial-network gradient-penalty wasserstein-gan wgan wgan-gp
Language:Swift 4
dvmazur / Shoe-GAN
Generating shoes with GANs in sake of lulz and education
deep-learning generative-adversarial-network gan wgan gradient-penalty wasserstein-gan lasagne theano
Language:Jupyter Notebook 3
KimRass / PGGAN
PyTorch implementation of 'PGGAN' (Karras et al., 2018) from scratch and training it on CelebA-HQ at 512 × 512
celeba-hq pggan pytorch wgan-gp generative-adversarial-networks gradient-penalty
Language:Python 3
salty-vanilla / tf-gans
Major GANs are implemented in this repository 🔥
tensorflow gans neural-networks eager-execution gan tf-gans progressive-gan wasserstein-gan wasserstein-gans gradient-penalty
Language:Python 2
sungyubkim / GP-Works
A brief visualization of how GP(Gradient Penalty) for GAN works
generative-adversarial-network gradient-penalty pytorch
Language:Jupyter Notebook 2
weilinie / GAN-general
Tensorflow implementation for training GANs with various objectives and gradient penalties, different network architectures, both image and word generations
gans gradient-penalty image-generation word-generation
Language:Python 2
HarshvirSandhu / Pix2Pix
Image to Image translation using conditional GANs with Wasserstein loss and gradient penalty
conditional-gan gradient-penalty pix2pix-pytorch wasserstein-distance
Language:Python 0
avhirupc / Stability-of-GANs
generative-adversarial-network lsgan loss-sensitive-gan wgan wgan-gp dcgan mnist mnist-classification wassertein-gan gradient-penalty
Language:Python
smacra2 / EvoSeqGAN
LSTM-based GAN for simulating DNA sequence evolution
evolution-simulation generative-adversarial-network lstm dna-sequences gradient-penalty wasserstein-loss
Language:Python

gradient-penalty

EmilienDupont / wgan-gp

arunppsg / TadGAN

maple-research-lab / glsgan-gp

georgehalal / cWGAN-GP

NicelyCla / cWGAN-gp

Data-Science-kosta / WGAN-GP-for-Face-Generation

LynnHo / GAN-Techniques-Tensorflow

palle-k / DL4S-WGAN-GP

dvmazur / Shoe-GAN

KimRass / PGGAN

salty-vanilla / tf-gans

sungyubkim / GP-Works

weilinie / GAN-general

HarshvirSandhu / Pix2Pix

avhirupc / Stability-of-GANs

smacra2 / EvoSeqGAN