Open Source Libs

Open Source Libraries 👉Adversarial Networks

51 Open Source Adversarial Networks Software Projects

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

Adversarialnetspapers 6255 ⭐

Awesome paper list with code about generative adversarial nets

Delving Deep Into Gans 846 ⭐

Generative Adversarial Networks (GANs) resources sorted by citations

Adversarial_video_generation 693 ⭐

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

All About The Gan 640 ⭐

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

Adversarial Frcnn 472 ⭐

A-Fast-RCNN (CVPR 2017)

Adversarial Examples Pytorch 328 ⭐

Implementation of Papers on Adversarial Examples

Attentiongan 451 ⭐

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

Adversarial Autoencoders 229 ⭐

Tensorflow implementation of Adversarial Autoencoders

Adversarial Semisupervised Semantic Segmentation 151 ⭐

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

Show Adapt And Tell 148 ⭐

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

Cluebenchmark Electra 139 ⭐

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

Perceptualgan 116 ⭐

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

Adversarial Examples In Pytorch 111 ⭐

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

Moving Semantic Transfer Network 99 ⭐

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

Torchadver 90 ⭐

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

Tensorflow Mnist Aae 84 ⭐

Tensorflow implementation of adversarial auto-encoder for MNIST

Inverse_rl 82 ⭐

Adversarial Imitation Via Variational Inverse Reinforcement Learning

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

Adversarialaudioseparation 67 ⭐

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

Eann Kdd18 124 ⭐

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

Chromagan 149 ⭐

Official Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization

Manga Gan 70 ⭐

Generative Adversarial Network for Manga-face Generation

Robust Adv Malware Detection 73 ⭐

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

Gan 70 Lines Of Julia 51 ⭐

A Knet implementation of MLP GAN for MNIST data.

Precision Recall Distributions 64 ⭐

Assessing Generative Models via Precision and Recall (official repository)

Ead_attack 31 ⭐

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

Scanpath_prediction 55 ⭐

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 17 ⭐

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

Mcs2018_solution 16 ⭐

Ml Image Denoising 19 ⭐

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 17 ⭐

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 15 ⭐

Deep Learning Concepts and Research Paper Implementations.

Gokriznastic Segan 20 ⭐

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 11 ⭐

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

Adapt Python Adapt 43 ⭐

Awesome Domain Adaptation Python Toolbox

Claimspotter 22 ⭐

Adversarial Training on Transformer Networks to discover check-worthy factual claims

Building A Nets 16 ⭐

Building-a-nets: robust building extraction from high-resolution remote sensing images with adversarial networks

Noisyfer 13 ⭐

The official pytorch code for paper "Facial Emotion Recognition with Noisy Multi-task Annotations" (2021 WACV)

Question Paraphrases 12 ⭐

Adversarial Perturbations On Images And Videos 10 ⭐

Code and data from the paper "Targeted Nonlinear Adversarial Perturbations in Images and Videos".

Dressgan 12 ⭐

Dress styles generation using GANs using TensorFlow

[FG 2019 Oral] Attribute-Guided Sketch Generation

Adversarial Gene Expression 10 ⭐

Adversarial generation of gene expression data using Generative Adversarial Networks