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The Top 192 Adversarial Learning Open Source Projects

Categories > Machine Learning > Adversarial Learning
Awesome Domain Adaptation ⭐ 3,949
A collection of AWESOME things about domian adaptation
most recent commit 14 days ago
Transfer Learning Library ⭐ 1,893
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 5 days ago
Taadpapers ⭐ 1,126
Must-read Papers on Textual Adversarial Attack and Defense
most recent commit 3 months ago
Advertorch ⭐ 1,061
A Toolbox for Adversarial Robustness Research
dependent packages 1total releases 10most recent commit 4 months agopypi advertorch} Downloads
Neural Structured Learning ⭐ 933
Training neural models with structured signals.
dependent packages 2total releases 7most recent commit 7 days agopypi neural-structured-learning} Downloads
Lab ⭐ 896
[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm
most recent commit 3 years ago
Neurec ⭐ 861
Next RecSys Library
most recent commit 10 months ago
Adaptsegnet ⭐ 586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
most recent commit 2 years ago
Tf Dann ⭐ 580
Domain-Adversarial Neural Network in Tensorflow
most recent commit 10 months ago
Realistic Neural Talking Head Models ⭐ 488
My implementation of Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (Egor Zakharov et al.).
most recent commit 2 years ago
Selectiongan ⭐ 418
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
most recent commit a day ago
Talking Heads ⭐ 402
Our implementation of "Few-Shot Adversarial Learning of Realistic Neural Talking Head Models" (Egor Zakharov et al.)
most recent commit 3 years ago
Advsemiseg ⭐ 307
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
most recent commit 4 years ago
Adversarial Examples Pytorch ⭐ 247
Implementation of Papers on Adversarial Examples
most recent commit 4 years ago
Clan ⭐ 243
( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
most recent commit 2 years ago
Fewshot_gan Unet3d ⭐ 239
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
most recent commit 2 years ago
Awesome Tensorlayer ⭐ 212
A curated list of dedicated resources and applications
most recent commit 3 years ago
Adversarial Learning For Neural Dialogue Generation In Tensorflow ⭐ 179
Adversarial-Learning-for-Neural-Dialogue-Generatio
most recent commit 5 years ago
Kbgan ⭐ 170
Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
most recent commit 4 years ago
Tranad ⭐ 154
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
most recent commit a month ago
Facegan ⭐ 150
TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model
most recent commit 2 years ago
Dong_iccv_2017 ⭐ 141
A PyTorch implementation of the paper "Semantic Image Synthesis via Adversarial Learning" in ICCV 2017
most recent commit 5 years ago
Segan ⭐ 127
SegAN: Semantic Segmentation with Adversarial Learning
most recent commit 4 years ago
Arel ⭐ 124
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
most recent commit 2 years ago
Lggan ⭐ 123
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
most recent commit 5 months ago
Vital_release ⭐ 121
VITAL: VIsual Tracking via Adversarial Learning
most recent commit 3 years ago
Adapt ⭐ 115
Awesome Domain Adaptation Python Toolbox
total releases 14most recent commit 2 days ago
3dpose_gan ⭐ 111
The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations
most recent commit 4 years ago
Gpnd ⭐ 106
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
most recent commit 2 years ago
Crank ⭐ 106
A toolkit for non-parallel voice conversion based on vector-quantized variational autoencoder
most recent commit a year ago
Cvpr 2020 Semi Low Light ⭐ 96
most recent commit 5 months ago
Few Shot Adversarial Learning For Face Swap ⭐ 95
This is a unofficial re-implementation of the paper "Few-Shot Adversarial Learning of Realistic Neural Talking Head Models"
most recent commit 3 years ago
Free_adv_train ⭐ 95
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
most recent commit 3 years ago
Reenactgan ⭐ 95
[ECCV 2018] ReenactGAN: Learning to Reenact Faces via Boundary Transfer
most recent commit 3 years ago
Pytorch Adversarial_box ⭐ 88
PyTorch library for adversarial attack and training
most recent commit 4 years ago
Unsupervised_detection ⭐ 83
An Unsupervised Learning Framework for Moving Object Detection From Videos
most recent commit 3 years ago
Alice ⭐ 80
NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
most recent commit 4 years ago
Zerospeech Tts Without T ⭐ 79
A Pytorch implementation for the ZeroSpeech 2019 challenge.
most recent commit 3 years ago
Pose Adv Aug ⭐ 79
Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)
most recent commit 4 years ago
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.
most recent commit a year ago
Virtual Adversarial Training ⭐ 72
Pytorch implementation of Virtual Adversarial Training
most recent commit 3 years ago
Adversarial Learning Robustness ⭐ 71
Contains materials for workshops pertaining to adversarial robustness in deep learning.
most recent commit 2 years ago
Flow Gan ⭐ 70
Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.
most recent commit 5 years ago
Singlegan ⭐ 68
SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning. ACCV 2018
most recent commit 3 years ago
Maddog ⭐ 66
[CVPR 2019] Pytorch codes for Multi-adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection
most recent commit 3 years ago
Adversarial Learning For Generative Conversational Agents ⭐ 65
This repository contains a new adversarial training method for Generative Conversational Agents
most recent commit 5 years ago
Collateral Learning ⭐ 62
Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks
most recent commit 9 months ago
Everypixelmatters ⭐ 56
Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"
most recent commit 2 years ago
Dropattack ⭐ 51
A masked adversarial training method for neural network
most recent commit a year ago
Awesome Graph Representation Learning ⭐ 49
A curated list of awesome graph representation learning.
most recent commit 2 years ago
Photo Editing Tensorflow ⭐ 47
Photo Optimizing Adversarial Net with Policy Gradient Method
most recent commit 4 years ago
Semantic_pyramid_for_image_generation ⭐ 45
PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].
most recent commit 6 months ago
Hda ⭐ 43
codes for Heuristic Domain Adaptation (NeurIPS2020)
most recent commit a year ago
Ali Pytorch ⭐ 41
PyTorch implementation of Adversarially Learned Inference (BiGAN).
most recent commit 4 years ago
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.
most recent commit 3 years ago
A2cl Pt ⭐ 39
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)
most recent commit a year ago
Adversarial Learning Distant Supervision Re ⭐ 37
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction
most recent commit 3 years ago
Enhancegan ⭐ 34
most recent commit 4 years ago
Kingdom ⭐ 34
Domain Adaptation using External Knowledge for Sentiment Analysis
most recent commit 2 years ago
Checkers Reinforcement Learning ⭐ 34
A checkers reinforcement learning AI, and all the tools needed to train it.
most recent commit 2 years ago
Pytorch_vsum Ptr Gan ⭐ 31
A PyTorch implementation of VSumPtrGAN
most recent commit 2 years ago
Transferable E2e Absa ⭐ 31
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
most recent commit 3 years ago
Rllab Adv ⭐ 30
Code to train RL agents along with Adversarial distrubance agents
most recent commit 6 years ago
Gan Depth Semantic3d ⭐ 29
Implementation for "Adversarial Semantic Scene Completion from a Single Depth Image" in 3DV 2018
most recent commit 4 years ago
Carsss ⭐ 29
Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for Stochastic Semantic Segmentation"
most recent commit 9 months ago
Advanced Gradient Obfuscating ⭐ 25
Take further steps in the arms race of adversarial examples with only preprocessing.
most recent commit 2 years ago
Steingan ⭐ 23
code for steinGAN - Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning
most recent commit 4 years ago
Adversarial_mter ⭐ 23
Code for ICCV2019 paper《Adversarial Learning with Margin-based Triplet Embedding Regularization》
most recent commit 3 years ago
Cdfsl Ata ⭐ 22
[IJCAI 2021] Cross-Domain Few-Shot Classification via Adversarial Task Augmentation
most recent commit 6 months ago
Dirl ⭐ 21
DIRL: Domain-Invariant Representation Learning
most recent commit 2 years ago
Nalp ⭐ 21
🗣️ NALP is a library that covers Natural Adversarial Language Processing.
most recent commit 3 days ago
Grda ⭐ 20
[ICLR 2022] Graph-Relational Domain Adaptation
most recent commit 4 months ago
Dancin_seq2seq ⭐ 19
👿→😈
most recent commit 5 years ago
Adversebinet ⭐ 19
Improving Document Binarization via Adversarial Noise-Texture Augmentation
most recent commit 3 years ago
Tensorflow Asp Mtl ⭐ 18
A Tensorflow implementation of Adversarial Shared-Private Model for Multi-Task Learning and Transfer Learning.
most recent commit 4 years ago
Fine Grained Style Transfer ⭐ 17
Code for AAAI2020 paper: "Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning"
most recent commit 2 years ago
Gym Adv ⭐ 17
Gym environments modified with adversarial agents
most recent commit 6 years ago
Linguistic Style Transfer Pytorch ⭐ 16
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
most recent commit 3 years ago
Bert Probe ⭐ 16
BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipes of implicit and explicit defenses against character-level attacks.
most recent commit 3 months ago
Ras ⭐ 15
AISTATS 2019: Reference-based Adversarial Sampling & Its applications to Soft Q-learning
most recent commit 4 years ago
Tulip ⭐ 14
Scaleable input gradient regularization
most recent commit 3 years ago
Cada ⭐ 14
Attending to Discriminative Certainty for Domain Adaptation
most recent commit 2 years ago
Ake ⭐ 13
Guiding Entity Alignment via Adversarial Knowledge Embedding
most recent commit 2 years ago
Lccgan ⭐ 13
Code for “Adversarial Learning with Local Coordinate Coding”
most recent commit 3 years ago
Deepdance ⭐ 13
Code repo of the paper "DeepDance: Music-to-Dance Motion Choreography with Adversarial Learning"
most recent commit a year ago
Lstm Crf For Named Entity Recognition ⭐ 13
most recent commit 4 years ago
Advae ⭐ 13
Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'
most recent commit a year ago
Embedding_gan ⭐ 13
Embedding Adversarial Learning for Vehicle Re-Identification
most recent commit a year ago
Adversarial Ml 101 ⭐ 13
A beginner friendly repository for getting started with adversarial machine learning in PyTorch
most recent commit 6 months ago
Cool Papers In Pytorch ⭐ 12
Reimplementing cool papers in PyTorch...
most recent commit 3 years ago
Umls Embeddings ⭐ 12
Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System
most recent commit 3 years ago
Semi Supervised Semantic Segmentation Gan ⭐ 12
ADVERSARIAL LEARNING FOR SEMI-SUPERVISED SEMANTIC SEGMENTATION tensorflow
most recent commit a year ago
Odscnet ⭐ 12
repo for my ODSC West 2017 Talk: "Livecoding Madness: Let's Build a Deep Learning Library"
most recent commit 5 years ago
Dcfr ⭐ 11
Source code for KDD 2020 paper "Algorithmic Decision Making with Conditional Fairness".
most recent commit 4 months ago
Adapt ⭐ 11
Awesome Domain Adaptation Package Toolbox
most recent commit a year ago
Eeg_shape_reconstruction ⭐ 11
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals, published in ICONIP 2019.
most recent commit 9 months ago
Sal ⭐ 11
Code for the paper "Symbiotic Adversarial Learning for Attribute-based Person Search", ECCV2020
most recent commit a year ago
Aal Unbiased Authentication ⭐ 11
Additive Adversarial Learning for Unbiased Authentication
most recent commit 3 years ago
Bayesian Adversarial Learning ⭐ 11
most recent commit 4 years ago
Adventure ⭐ 11
code for ACL 2018 paper by Kang et al., "AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples "
most recent commit 3 years ago
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