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The Top 33 Adversarial Learning Open Source Projects

Categories > Machine Learning > Adversarial Learning
Awesome Domain Adaptation ⭐ 2,765
A collection of AWESOME things about domian adaptation
Lab ⭐ 958
[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm
Advertorch ⭐ 845
A Toolbox for Adversarial Robustness Research
Taadpapers ⭐ 831
Must-read Papers on Textual Adversarial Attack and Defense
Neural Structured Learning ⭐ 803
Training neural models with structured signals.
Neurec ⭐ 749
Next RecSys Library
Transfer Learning Library ⭐ 741
Transfer Learning Library for Domain Adaptation and Finetune.
Adaptsegnet ⭐ 675
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
Tf Dann ⭐ 562
Domain-Adversarial Neural Network in Tensorflow
Advsemiseg ⭐ 390
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
Selectiongan ⭐ 373
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
Adversarial Examples Pytorch ⭐ 299
Implementation of Papers on Adversarial Examples
Clan ⭐ 257
( TPAMI2021 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
Awesome Tensorlayer ⭐ 251
A curated list of dedicated resources and applications
Adversarial Learning For Neural Dialogue Generation In Tensorflow ⭐ 181
Adversarial-Learning-for-Neural-Dialogue-Generation-in-Tensorflow
Reenactgan ⭐ 147
[ECCV 2018] ReenactGAN: Learning to Reenact Faces via Boundary Transfer
Segan ⭐ 144
SegAN: Semantic Segmentation with Adversarial Learning
Unsupervised_detection ⭐ 142
An Unsupervised Learning Framework for Moving Object Detection From Videos
Free_adv_train ⭐ 132
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
Arel ⭐ 126
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
Gpnd ⭐ 111
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Pytorch Adversarial_box ⭐ 107
PyTorch library for adversarial attack and training
Lggan ⭐ 101
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
Zerospeech Tts Without T ⭐ 100
A Pytorch implementation for the ZeroSpeech 2019 challenge.
Virtual Adversarial Training ⭐ 97
Pytorch implementation of Virtual Adversarial Training
Pose Adv Aug ⭐ 84
Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)
Adversarial Explainable Ai ⭐ 66
💡 A curated list of adversarial attacks on model explanations
Ali Pytorch ⭐ 63
PyTorch implementation of Adversarially Learned Inference (BiGAN).
Gvb ⭐ 56
Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)
Handwriting_recogition_using_adversarial_learning ⭐ 52
[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.
Awesome Graph Representation Learning ⭐ 44
A curated list of awesome graph representation learning.
A2cl Pt ⭐ 36
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)
Advanced Gradient Obfuscating ⭐ 29
Take further steps in the arms race of adversarial examples with only preprocessing.
1-33 of 33 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210