Desheng Wang's repositories
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.
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