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The Top 112 Adversarial Learning Open Source Projects on Github

Categories > Machine Learning > Adversarial Learning
Awesome Domain Adaptation ⭐ 3,310
A collection of AWESOME things about domian adaptation
Transfer Learning Library ⭐ 1,168
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Taadpapers ⭐ 967
Must-read Papers on Textual Adversarial Attack and Defense
Advertorch ⭐ 909
A Toolbox for Adversarial Robustness Research
Lab ⭐ 896
[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm
Neural Structured Learning ⭐ 883
Training neural models with structured signals.
Neurec ⭐ 861
Next RecSys Library
Adaptsegnet ⭐ 586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
Tf Dann ⭐ 580
Domain-Adversarial Neural Network in Tensorflow
Selectiongan ⭐ 383
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
Advsemiseg ⭐ 307
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
Adversarial Examples Pytorch ⭐ 247
Implementation of Papers on Adversarial Examples
Clan ⭐ 243
( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
Awesome Tensorlayer ⭐ 212
A curated list of dedicated resources and applications
Adversarial Learning For Neural Dialogue Generation In Tensorflow ⭐ 179
Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow
Segan ⭐ 127
SegAN: Semantic Segmentation with Adversarial Learning
Arel ⭐ 124
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
Lggan ⭐ 107
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
Crank ⭐ 106
A toolkit for non-parallel voice conversion based on vector-quantized variational autoencoder
Gpnd ⭐ 106
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Reenactgan ⭐ 95
[ECCV 2018] ReenactGAN: Learning to Reenact Faces via Boundary Transfer
Free_adv_train ⭐ 95
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
Pytorch Adversarial_box ⭐ 88
PyTorch library for adversarial attack and training
Unsupervised_detection ⭐ 83
An Unsupervised Learning Framework for Moving Object Detection From Videos
Pose Adv Aug ⭐ 79
Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)
Zerospeech Tts Without T ⭐ 79
A Pytorch implementation for the ZeroSpeech 2019 challenge.
Augmax ⭐ 76
[NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Zhiding Yu, Animashree Anandkumar, and Zhangyang Wang.
Virtual Adversarial Training ⭐ 72
Pytorch implementation of Virtual Adversarial Training
Adversarial Learning Robustness ⭐ 71
Contains materials for workshops pertaining to adversarial robustness in deep learning.
Adversarial Learning For Generative Conversational Agents ⭐ 65
This repository contains a new adversarial training method for Generative Conversational Agents
Collateral Learning ⭐ 62
Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks
Everypixelmatters ⭐ 56
Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"
Dropattack ⭐ 51
A masked adversarial training method for neural network
Awesome Graph Representation Learning ⭐ 49
A curated list of awesome graph representation learning.
Photo Editing Tensorflow ⭐ 47
Photo Optimizing Adversarial Net with Policy Gradient Method
Hda ⭐ 43
codes for Heuristic Domain Adaptation (NeurIPS2020)
Handwriting_recogition_using_adversarial_learning ⭐ 41
"Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.
Ali Pytorch ⭐ 41
PyTorch implementation of Adversarially Learned Inference (BiGAN).
Semantic_pyramid_for_image_generation ⭐ 40
PyTorch reimplementation of the paper: Semantic Pyramid for Image Generation PyTorch [CVPR 2020].
A2cl Pt ⭐ 39
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)
Checkers Reinforcement Learning ⭐ 34
A checkers reinforcement learning AI, and all the tools needed to train it.
Kingdom ⭐ 34
Domain Adaptation using External Knowledge for Sentiment Analysis
Transferable E2e Absa ⭐ 31
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
Rllab Adv ⭐ 30
Code to train RL agents along with Adversarial distrubance agents
Adapt ⭐ 29
Awesome Domain Adaptation Python Toolbox
Gan Depth Semantic3d ⭐ 29
Implementation for "Adversarial Semantic Scene Completion from a Single Depth Image" in 3DV 2018
Advanced Gradient Obfuscating ⭐ 25
Take further steps in the arms race of adversarial examples with only preprocessing.
Adversarial_mter ⭐ 23
Code for ICCV2019 paper《Adversarial Learning with Margin-based Triplet Embedding Regularization》
Carsss ⭐ 22
Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for Stochastic Semantic Segmentation"
Open_set_domain_adaptation ⭐ 21
Tensorflow Implementation of open set domain adaptation by backpropagation
Dirl ⭐ 21
DIRL: Domain-Invariant Representation Learning
Adversebinet ⭐ 19
Improving Document Binarization via Adversarial Noise-Texture Augmentation
Tensorflow Asp Mtl ⭐ 18
A Tensorflow implementation of Adversarial Shared-Private Model for Multi-Task Learning and Transfer Learning.
Gym Adv ⭐ 17
Gym environments modified with adversarial agents
Linguistic Style Transfer Pytorch ⭐ 16
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
Nalp ⭐ 16
🗣️ NALP is a library that covers Natural Adversarial Language Processing.
Ras ⭐ 15
AISTATS 2019: Reference-based Adversarial Sampling & Its applications to Soft Q-learning
Cdfsl Ata ⭐ 14
[IJCAI 2021] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
Tulip ⭐ 14
Scaleable input gradient regularization
Cada ⭐ 14
Attending to Discriminative Certainty for Domain Adaptation
Advae ⭐ 13
Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'
Ake ⭐ 13
Guiding Entity Alignment via Adversarial Knowledge Embedding
Cool Papers In Pytorch ⭐ 12
Reimplementing cool papers in PyTorch...
Adapt ⭐ 11
Awesome Domain Adaptation Package Toolbox
Medical Domain Adaptive Neural Networks ⭐ 11
Adaptive Adversarial Neural Networks for Lossy and Domain-Shifted Medical Image Analysis.
Adventure ⭐ 11
code for ACL 2018 paper by Kang et al., "AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples "
Multi Modal Brain Segmentation ⭐ 10
3D Multi-modal (FLAIR and T1) Brain MRI Scan Segmentation using Generative Adversarial Learning
Short Lived Adversarial Perturbations ⭐ 10
Artifacts for SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations
Asgan ⭐ 9
[FG 2019 Oral] Attribute-Guided Sketch Generation
Semi_supervised_gan ⭐ 9
Semi Supervised using GAN
Duo Segnet ⭐ 9
[MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation"
Adversarial Perturbations On Images And Videos ⭐ 8
Code and data from the paper "Targeted Nonlinear Adversarial Perturbations in Images and Videos".
Discriminatordomainadaptation ⭐ 8
Osraae ⭐ 8
Open-set Recognition with Adversarial Autoencoders
Vgcn ⭐ 8
Variational Graph Convolutional Networks
Evographnet ⭐ 8
EvoGraphNet for graph time-series forecasting from a single timepoint.
Domain Adversarial Neural Network ⭐ 7
Implementation of Domain Adversarial Neural Network in Tensorflow
Unsupervised Domain Adaptation With Bert ⭐ 6
Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.
Dialogue Generation ⭐ 6
A Paper List for Open-Domain Dialogue Generation, and related datasets.
Afterv1.0 ⭐ 6
Python source code for EMNLP 2020 Findings paper: "Domain Adversarial Fine-Tuning as an Effective Regularizer".
Dl Rockclassification ⭐ 6
conditional GAN for rock classification
Civic_issue_dataset ⭐ 5
Civic Issue Detection Dataset from Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues
Naacl Mpqa Srl4orl ⭐ 5
SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning With Semantic Role Labeling
Tensorflow Dtn ⭐ 5
A Tensorflow implementation of Domain Transfer Network.
Lymbai ⭐ 5
LimbicAI is an AI that induces emotions like fear in AI.
Dcfr ⭐ 5
Source code for KDD 2020 paper "Algorithmic Decision Making with Conditional Fairness".
Advmix ⭐ 5
Official code for our CVPR 2021 paper: "When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks".
Example_adversarial Ae Vae ⭐ 4
Adversarial Autoencoder and Adv. Variational Bayes simple examples on Keras
Calibrated Adversarial Learning ⭐ 3
Reproducing the toy example in "Calibrated Adversarial Refinement for Multimodal Semantic Segmentation" by Kassapis et al.
Runtime Masking And Cleansing ⭐ 3
Code for "Adversarial Robustness via Runtime Masking and Cleansing" (ICML 2020)
Logbarrier ⭐ 3
LogBarrier adversarial attack
Adversial_autoencoder ⭐ 3
Adversial AutoEncoder in PyTorch
Chatbot_al ⭐ 3
An implementation of Chatbot using Adversarial Learning and Reinforcement Learning based on TensorFlow framework.
Polimi_thesis ⭐ 3
This is the code repository of my master's thesis titled "Adversarially Learned Anomaly Detection using Generative Adversarial Networks"
Secure_connectivity ⭐ 3
Course project of SJTU EE447: Mobile Internet, advised by Prof. Luoyi Fu and Prof. Xinbing Wang. The task is to design a defending strategy to predict and protect the edges that is most likely to be attacked by attackers.
Radler ⭐ 2
[Partial] RADLER: (adversarially) Robust Adversarial Distributional LEaRner
Kaggle_nips17_adversarial ⭐ 2
Models of adversarial attacks and defenses of images, written in TensorFlow.
Deep Pico Detection ⭐ 2
Generative Adversial Network ⭐ 2
Generative Adversial Network using MNIST Data
The Gan Book ⭐ 2
The GAN Book: Develop Generative Adversarial Networks with Python and Tensorflow2
1-100 of 112 projects
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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