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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