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ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

cnndetection

Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/

cross-domain-perturbations

Official repository for "Cross-Domain Transferability of Adversarial Perturbations" (NeurIPS 2019)

fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

learngit

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mwcnnv2

Multi-level Wavelet Convolutional Neural Networks

pycls

Codebase for Image Classification Research, written in PyTorch.

pytorch-classification-advprop

pytorch_ares

pytorch_gan_zoo

A mix of GAN implementations including progressive growing

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

si-ni-fgsm

space

targeted-tansfer

On Success and Simplicity: A Second Look at Transferable Targeted Attacks (NeurIPS 2021)

tensorflow

An Open Source Machine Learning Framework for Everyone

tps_stn_pytorch

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

ttp

Official repository for "On Generating Transferable Targeted Perturbations" (ICCV 2021)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

waveletsrnet

A pytorch implementation of Paper "Wavelet-srnet: A wavelet-based cnn for multi-scale face super resolution"

wekadeeplearning4j

Weka package for the Deeplearning4j java library