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wasserstein-gan

Here are 87 public repositories matching this topic...

yfeng95 / GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gan infogan dcgan wasserstein-gan adversarial-nets

Updated Sep 8, 2017
Python

EmilienDupont / wgan-gp

Pytorch implementation of Wasserstein GANs with Gradient Penalty

pytorch gan wasserstein-gan wgan-gp gradient-penalty

Updated Dec 4, 2020
Python

arunppsg / TadGAN

Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"

pytorch generative-adversarial-network wasserstein-gan gradient-penalty time-series-anomaly-detection

Updated Sep 30, 2021
Python

jiamings / cramer-gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

tensorflow generative-adversarial-network generative-model tensorflow-experiments generative tensorflow-models wasserstein-gan cramer-gan

Updated Dec 10, 2017
Python

for-ai / CipherGAN

TensorFlow implementation of CipherGAN

nlp deep-learning tensorflow generative-adversarial-network gan dcgan pix2pix wasserstein-gan cyclegan ciphergan

Updated Mar 24, 2023
Python

tlatkowski / inpainting-gmcnn-keras

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

Updated Feb 14, 2023
Python

1Konny / WAE-pytorch

vae beta-vae wgan wasserstein-gan wae wasserstein-autoencoder

Updated Apr 15, 2019
Python

andreaferretti / ganzo

A GAN framework

pytorch gan dcgan wasserstein-gan

Updated Nov 22, 2022
Python

tensorfreitas / DCGAN-for-Bird-Generation

DCGAN and WGAN implementation on Keras for Bird Generation

keras gan dcgan wasserstein wgan wasserstein-gan

Updated Dec 29, 2017
Python

RahulBhalley / progressive-growing-of-gans.pytorch

Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

generator pytorch discriminator generative-adversarial-network tensorboard wgan optimal-transport wasserstein-gan progressive-gan

Updated Nov 23, 2018
Python

fonfonx / WassersteinGAN.torch

Torch implementation of Wasserstein GAN https://arxiv.org/abs/1701.07875

deep-learning torch gan neural-networks wasserstein wasserstein-gan

Updated Apr 24, 2017
Lua

afrozas / skip-thought-gan

Generating Text through Adversarial Training(GAN) using Skip-Thought Vectors

nlp data-science text-generation generative-adversarial-network gans skip-thought-vectors wasserstein-gan

Updated Oct 30, 2021

ChristophReich1996 / Mode_Collapse

Mode collapse example of GANs in 2D (PyTorch).

visualization plot generative-adversarial-network gan 2d wasserstein-gan mode-collapse least-squares-gan geometric-gan non-saturating-gan-loss

Updated Jun 4, 2023
Python

fmu2 / Wasserstein-BiGAN

Wasserstein BiGAN (Bidirectional GAN trained using Wasserstein distance)

deep-learning generative-adversarial-network gan wasserstein-gan

Updated Dec 21, 2019
Python

preritj / progressive_growing_of_GANs

Pure tensorflow implementation of progressive growing of GANs

tensorflow generative-adversarial-network gan wgan wasserstein-gan wgan-gp progressive-gan pggan progressively-growing-gan

Updated Jan 26, 2018
Python

linksense / ConvolutionaNeuralNetworksToEnhanceCodedSpeech

In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral d…

keras cnn generative-adversarial-network gan post-processing mfcc speech-processing wasserstein-gan speech-enhancement speech-reconstruction 1d-convolution

Updated Mar 8, 2020
Python

drewszurko / tensorflow-WGAN-GP

TensorFlow 2.0 implementation of Improved Training of Wasserstein GANs

tensorflow wasserstein-gan wgan-gp tensorflow-datasets tensorflow2 tensorflow-wgan-gp

Updated May 28, 2019
Python

shaform / DeepNetworks

My implementations of deep neural networks for practice.

deep-neural-networks deep-learning jupyter-notebook generative-adversarial-network mnist discogan wasserstein-gan dragan

Updated Nov 5, 2017
Jupyter Notebook

laurahanu / Improved-Wasserstein-GAN-application-on-MRI-images

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

lasagne theano deep-learning medical-imaging generative-adversarial-network mri-images unsupervised-learning medical-images neuralnetwork wgan wasserstein-gan wgan-gp improved-wgan gan-lasagne

Updated Oct 25, 2017
Python

fukuta0614 / chainer-image-generation

chainer implementation of VAE-GAN, Wasserstein GAN (WGAN), CycleGAN

chainer gan vae pix2pix wasserstein-gan

Updated Apr 15, 2017
Python

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