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Adversarial Networks
51 Open Source Adversarial Networks Software Projects
Free and open source adversarial networks code projects including engines, APIs, generators, and tools.
Adversarialnetspapers
6254 ⭐
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
Man
76 ⭐
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)
Amt
25 ⭐
Adversarial Machine Translation with pytorch
Kingdom
46 ⭐
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".
Mangan
14 ⭐
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
Asgan
10 ⭐
[FG 2019 Oral] Attribute-Guided Sketch Generation
Adversarial Gene Expression
10 ⭐
Adversarial generation of gene expression data using Generative Adversarial Networks