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adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

awesome-gans

Awesome Generative Adversarial Networks with tensorflow

awesome-scs

上海交通大学网安学院本科编程作业参考

bag-of-tricks-for-at

Empirical tricks for training state-of-the-art robust models on CIFAR-10 (ICLR 2021)

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

cyclegan-vc2

Voice Conversion by CycleGAN (语音克隆/语音转换)

dcgan-lsgan-wgan-gp-dragan-pytorch

DCGAN LSGAN WGAN-GP DRAGAN PyTorch

dcgan-pytorch-alter

The default dcgan is used to generate 64 * 64 pictures. In this code repository, we modify the network structure to generate 128 * 128 or 256 * 256 pictures.

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

fake_faces_dcgan_gdpp_loss

DCGAN + GDPP Loss for Fake Face Generation on Celeb A Dataset

fastgan

Improving the Speed and Quality of GAN by Adversarial Training

gan-case-study

gan_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

importance-sampling

Code for experiments regarding importance sampling for training neural networks

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

multi-task-learning-improves-synthetic-speech-detection

This code is for our accepted manuscript to 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

on-the-adversarial-robustness-of-visual-transformer

Code for the paper "On the Adversarial Robustness of Visual Transformers"

papermemory

A browser extension to automatically store the papers you read (Arxiv, OpenReview & more)! Also enhances ArXiv: BibTex citation, Markdown link, direct download and more!

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-gan-collections

PyTorch implementation of DCGAN, WGAN-GP and SNGAN.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch-wgan

Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP

pytorch_gan_zoo

A mix of GAN implementations including progressive growing

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

record_the_learning_of_pytorch

This respository is a tool to push me to learn pytorch.

robustbench

RobustBench: a standardized adversarial robustness benchmark [arXiv, Oct 2020]

software_development_team_1

This is a repository of software development team 1, we decide to develop a website.

stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

transformer-explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.