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advgan-tf

Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks

autoencoding_beyond_pixels

Generative image model with learned similarity measures

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

defensegan

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

ganhacks

starter from "How to Train a GAN?" at NIPS2016

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

handong1587.github.io

keras

Deep Learning for humans

keras-gan

Keras implementations of Generative Adversarial Networks.

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

python-100-days

Python - 100天从新手到大师

tensorflow-adversarial

Crafting adversarial images

tensorflow-multigpu-vae-gan

A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

the-gan-zoo

A list of all named GANs!

vae-gan-tensorflow

Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"

wideresnet

A TensorFlow implementation of WideResNet