Open Source Libs

Open Source Libraries 👉Machine Learning 👉Adversarial Networks

42 Open Source Adversarial Networks Software Projects

Free and open source adversarial networks code projects including engines, APIs, generators, and tools.

Adversarialnetspapers 5747 ⭐

Awesome paper list with code about generative adversarial nets

Delving Deep Into Gans 820 ⭐

Generative Adversarial Networks (GANs) resources sorted by citations

Adversarial_video_generation 650 ⭐

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

All About The Gan 617 ⭐

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Adversarial Frcnn 458 ⭐

A-Fast-RCNN (CVPR 2017)

Adversarial Examples Pytorch 273 ⭐

Implementation of Papers on Adversarial Examples

Attentiongan 266 ⭐

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Adversarial Autoencoders 213 ⭐

Tensorflow implementation of Adversarial Autoencoders

Adversarial Semisupervised Semantic Segmentation 147 ⭐

Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge

Show Adapt And Tell 142 ⭐

Code for "Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner" in ICCV 2017

Cluebenchmark Electra 124 ⭐

中文预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model

Perceptualgan 110 ⭐

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

Adversarial Examples In Pytorch 105 ⭐

Pytorch code to generate adversarial examples on mnist and ImageNet data.

Moving Semantic Transfer Network 89 ⭐

Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation

Torchadver 87 ⭐

A PyTorch Toolbox for creating adversarial examples that fool neural networks.

Tensorflow Mnist Aae 70 ⭐

Tensorflow implementation of adversarial auto-encoder for MNIST

Inverse_rl 69 ⭐

Adversarial Imitation Via Variational Inverse Reinforcement Learning

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Adversarialaudioseparation 62 ⭐

Code accompanying the paper "Semi-supervised adversarial audio source separation applied to singing voice extraction"

Eann Kdd18 70 ⭐

EANN: event-adversarial neural networks for multi-modal fake news detection

Chromagan 80 ⭐

Official Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization

Manga Gan 58 ⭐

Generative Adversarial Network for Manga-face Generation

Robust Adv Malware Detection 57 ⭐

Code repository for the paper "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware"

Gan 70 Lines Of Julia 48 ⭐

A Knet implementation of MLP GAN for MNIST data.

Precision Recall Distributions 48 ⭐

Assessing Generative Models via Precision and Recall (official repository)

Ead_attack 30 ⭐

EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples

Scanpath_prediction 30 ⭐

Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)

Adversarial Machine Translation with pytorch

Domain Adaptation using External Knowledge for Sentiment Analysis

Chengtaoli Dan 18 ⭐

Demo code for the paper ''Distributional Adversarial Networks''

Icgan Tensorflow 17 ⭐

The code of "Invertible conditional GANs for image editing" in tensorflow

Research Paper Summaries 16 ⭐

A directory with some interesting research paper summaries in the field of Deep Learning

Mcs2018_solution 16 ⭐

Ml Image Denoising 15 ⭐

Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder

Satellite Image Forgery Detection And Localization 13 ⭐

Stylegan 14 ⭐

Unofficial Pytorch implementation of Style GAN paper

Nemesyst 13 ⭐

Generalised and highly customisable, hybrid-parallelism, database based, deep learning framework.

Studyadversarials 12 ⭐

Some of my experiments targeting adversarial instances

Anujdutt9 Deeplearning 12 ⭐

Deep Learning Concepts and Research Paper Implementations.

Gokriznastic Segan 10 ⭐

A PyTorch implementation of image segmentation GAN from the paper "SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation".

Automatic Manga colorization using Generative Adversarial Networks.

White 2 Black 10 ⭐

The official code to reproduce results from the NACCL2019 paper: White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks