Awesome Open Source

Programming Languages

Search results for pytorch adversarial

274 search results found

Generative Models ⭐ 6,010

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Foolbox ⭐ 2,600

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Pytorchdocs ⭐ 1,743

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Dlcv_for_beginners ⭐ 1,409

《深度学习与计算机视觉》配套代码

Deeprobust ⭐ 904

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

Style Based Gan Pytorch ⭐ 860

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

Textgan Pytorch ⭐ 743

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

Pytorch Rl ⭐ 638

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Unsupervised Domain Adaptation Papers and Code

All About The Gan ⭐ 602

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

Openattack ⭐ 571

An Open-Source Package for Textual Adversarial Attack.

Stackgan Pytorch ⭐ 457

Graphgallery ⭐ 440

GraphGallery is a gallery for benchmarking Graph Neural Networks.

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

A Pytorch Tutorial To Super Resolution ⭐ 380

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

Adversarial Examples Pytorch ⭐ 353

Implementation of Papers on Adversarial Examples

Segan_pytorch ⭐ 344

Speech Enhancement Generative Adversarial Network in PyTorch

Srgan Pytorch ⭐ 343

A simple and complete implementation of super-resolution paper.

Pytorch Srresnet ⭐ 328

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

Advsemiseg ⭐ 307

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Pytorch Mnist Celeba Gan Dcgan ⭐ 302

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

pytorch implementation of Domain-Adversarial Training of Neural Networks

Pytorch Cnn Adversarial Attacks ⭐ 272

Pytorch implementation of convolutional neural network adversarial attack techniques

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

Pytorch Adda ⭐ 264

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

Awesome Pytorch ⭐ 259

Awesome PyTorch

Stargan Voice Conversion ⭐ 258

This is a pytorch implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks

Text To Image Synthesis ⭐ 254

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

Pix2pix Pytorch ⭐ 252

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

Adversarial Continual Learning ⭐ 243

Implementation for the paper "Adversarial Continual Learning" in PyTorch.

The Gan World ⭐ 237

Everything about Generative Adversarial Networks

Backdoors101 ⭐ 231

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

Pytorch Mnist Celeba Cgan Cdcgan ⭐ 221

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

Adversarial_video_summary ⭐ 216

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

Pro Gnn ⭐ 213

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

( ECCV2018 ) Macro-Micro Adversarial Network for Human Parsing

Seqgan Pytorch ⭐ 178

A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

Vat Pytorch ⭐ 157

Virtual Adversarial Training (VAT) implementation for PyTorch

Adversarial Patch ⭐ 152

PyTorch implementation of adversarial patch

Code for the paper "Adversarial Self-supervised Contrastive Learning" (NeurIPS 2020)

Freeadversarialtraining ⭐ 151

PyTorch Implementation of Adversarial Training for Free!

Dong_iccv_2017 ⭐ 141

A PyTorch implementation of the paper "Semantic Image Synthesis via Adversarial Learning" in ICCV 2017

Pix2pixbegan.pytorch ⭐ 138

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

SegAN: Semantic Segmentation with Adversarial Learning

Adversarial Library ⭐ 123

Library containing PyTorch implementations of various adversarial attacks and resources

Spa Gan_for_cloud_removal ⭐ 123

Cloud Removal for High-resolution Remote Sensing Imagery based on Generative Adversarial Networks.

Alphagan Matting ⭐ 119

This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

Fast_adversarial ⭐ 118

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

Pointgan ⭐ 114

point set generative adversarial nets

Generative_adversarial_networks_pytorch ⭐ 113

(PyTorch) Implementations of GAN, Improved GAN, DCGAN, LAPGAN, and InfoGAN in PyTorch

Esrgan Pytorch ⭐ 111

A simple implementation of esrgan, which uses the pytorch framework.

Cyclegan Pytorch ⭐ 103

A very simple implementation of cyclegan, which is based on pytorch.

Adversarial Examples In Pytorch ⭐ 103

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

Spatialattentiongan ⭐ 98

SaGAN PyTorch "Generative Adversarial Network with Spatial Attention for Face Attribute Editing"

Coursera Gan Specialization ⭐ 93

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Pytorch Lightning Gans ⭐ 91

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

Pytorch Adversarial_box ⭐ 88

PyTorch library for adversarial attack and training

Esrganplus ⭐ 88

ICASSP 2020 - ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network - ICPR 2020 - Tarsier: Evolving Noise Injection in Super-Resolution GANs

F Anogan ⭐ 86

Implementation of f-AnoGAN with PyTorch

Shapegan ⭐ 85

Generative Adversarial Networks and Autoencoders for 3D Shapes

Cincgan Pytorch ⭐ 81

Unofficial Implementation of "Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks" in CVPR 2018.

Advgan_pytorch ⭐ 80

a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

Pytorch Nips2017 Attack Example ⭐ 80

A PyTorch baseline attack example for the NIPS 2017 adversarial competition

3dbraingen ⭐ 79

Official Pytorch Implementation of "Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Network" (accepted by MICCAI 2019)

Pytorch Ada ⭐ 79

Another Domain Adaptation library, aimed at researchers.

Torchadver ⭐ 78

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

Porousmediagan ⭐ 78

Reconstruction of three-dimensional porous media using generative adversarial neural networks

Code release for "Partial Adversarial Domain Adaptation" (ECCV 2018)

A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"

Virtual Adversarial Training ⭐ 72

Pytorch implementation of Virtual Adversarial Training

Create Girls Moe Pytorch ⭐ 63

An implementation of paper from NIPS2017 'Towards the Automatic Anime Characters Creation with Generative Adversarial Networks' using pytorch.

Pugan Pytorch ⭐ 63

Pytorch unofficial implementation of PUGAN (a Point Cloud Upsampling Adversarial Network, ICCV, 2019)

Conditional Animegan ⭐ 61

Conditional GAN for Anime face generation.

Pytorch Conditional Gans ⭐ 61

Implementation of Conditional Generative Adversarial Networks in PyTorch

Adversarial Pose Pytorch ⭐ 59

A PyTorch implementation of adversarial pose estimation for multi-person

CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.

Gibbsnet ⭐ 57

Implementation of paper "GibbsNet: Iterative Adversarial Inference for Deep Graphical Models" in PyTorch

Adversarial Autoencoder ⭐ 57

An adversarial autoencoder implementation in pytorch

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

Discogan Tf ⭐ 56

Tensorflow Implementation of DiscoGAN

Hands On Generative Adversarial Networks With Pytorch 1.x ⭐ 53

Hands-On Generative Adversarial Networks with PyTorch 1.x, Published by Packt

Awesome Gan ⭐ 50

A curated list of awesome Generative Adversarial Nets resources.

Sagan Pytorch ⭐ 50

Self-Attention Generative Adversarial Networks Implementation in PyTorch

Pytorch_aae ⭐ 50

Pytorch Adversarial Auto Encoder (AAE)

Code release for "Partial Transfer Learning with Selective Adversarial Networks" (CVPR 2018)

Mister_ed ⭐ 47

Pytorch Adversarial Attack Framework

Kitanaqa ⭐ 47

KitanaQA: Adversarial training and data augmentation for neural question-answering models

Vessel Wgan Pytorch ⭐ 46

An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》

Adversarial_lab ⭐ 45

Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

Srgan Pytorch ⭐ 44

An Unofficial PyTorch Implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Learning Not To Learn ⭐ 43

[CVPR2019]Learning Not to Learn : An adversarial method to train deep neural networks with biased data

Related Searches

Python Pytorch (15,943)

Deep Learning Pytorch (7,533)

Jupyter Notebook Pytorch (4,892)

Machine Learning Pytorch (2,934)

Python Adversarial (2,315)

Dataset Pytorch (1,848)

Pytorch Convolutional Neural Networks (1,777)

Pytorch Neural Network (1,631)

Pytorch Natural Language Processing (1,408)

Network Pytorch (1,299)

1-100 of 274 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.