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32 search results found

Gans In Action ⭐ 929

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Deeprobust ⭐ 904

A pytorch adversarial library for attack and defense methods on images and graphs

Adversarial_video_generation ⭐ 685

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

Speech Enhancement Generative Adversarial Network in TensorFlow

Adversarial Examples Pytorch ⭐ 353

Implementation of Papers on Adversarial Examples

Starnet ⭐ 211

Awesome Gans And Deepfakes ⭐ 171

A curated list of GAN & Deepfake papers and repositories.

Matlab Gan ⭐ 125

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Adversarialdnn Playground ⭐ 117

VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo

Srrescgan ⭐ 83

Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).

Awesome Fools ⭐ 73

💀 A collection of methods to fool the deep neural network 💀

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

Adversarial Vision Challenge ⭐ 36

NIPS Adversarial Vision Challenge

Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks

Mdl Stance Robustness ⭐ 31

Multi-dataset stance detection and robustness experiments

Ijcnn19attacks ⭐ 29

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Deep Non-Adversarial Gesture Generation

Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification

Robustarchitecturesearch ⭐ 18

This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

Shoe Design Using Generative Adversarial Networks ⭐ 18

Deepnetworks ⭐ 17

My implementations of deep neural networks for practice.

Awesome Deep Learning Materials ⭐ 15

Curated materials from Centroida's Deep Learning team

Dnn Datadependentactivation ⭐ 15

The code for the paper: https://arxiv.org/pdf/1802.00168.pdf

Adversarial Classifier ⭐ 14

It turns out that adversarial and clean data are not twins, not at all.

Deep Learning Roadmap ⭐ 13

my own deep learning mastery roadmap

Adv Dnn Ens Malware ⭐ 13

adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants

Singular Fool ⭐ 11

Universal Adversarial Perturbations based on the (p, q)-singular vectors.

Pytorch Tutorial ⭐ 11

This repository contains code and bonus content which will be added from time to time for the books "Learning Generative Adversarial Network- GAN" and "R Data Analysis Cookbook - 2nd Edition" by Packt

Feature Distillation ⭐ 9

Python implementation for paper: Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples

Sgd Uap Torch ⭐ 9

Universal Adversarial Perturbations (UAPs) for PyTorch

Open-set Recognition with Adversarial Autoencoders

Adversarial General Voice Conversion ⭐ 7

Pix2pix Tensorflow ⭐ 7

pix2pix tensorflow implementation

Augmentation ⭐ 6

Adversarial Augmentation for Enhancing Classification of Mammography Images

Awesome Colorization ⭐ 5

A curated list of colorization resources

Uqpinns Tf2.0 ⭐ 5

TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks (UQPINNs).

The Art Of Deep Learning ⭐ 5

Deep learning resources: articles, tutorials, ...

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