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130 search results found
The Gan Zoo
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13,546
A list of all named GANs!
Generative Models
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6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Image Super Resolution
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4,392
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Foolbox
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2,600
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
Textattack
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2,597
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Alphatree Graphic Deep Neural Network
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2,466
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(ro 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的 caffe官方源码,应用部分含推荐算法和知识图谱
Papers
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2,239
Summaries of machine learning papers
One Pixel Attack Keras
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1,078
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Deeprobust
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904
A pytorch adversarial library for attack and defense methods on images and graphs
Advmlthreatmatrix
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904
Adversarial Threat Landscape for AI Systems
Awesomeanimeresearch
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900
Papers, repository and other data about anime or manga research. Please let me know if you have information that the list does not include.
Model Zoo
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854
Please do not feed the models
Graph Adversarial Learning Literature
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772
A curated list of adversarial attacks and defenses papers on graph-structured data.
Awesome Gans
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710
Awesome Generative Adversarial Networks with tensorflow
Gan For Tabular Data
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442
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
Papers In 100 Lines Of Code
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395
Implementation of papers in 100 lines of code.
Generative Adversarial Networks Roadmap
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346
The Roadmap to Learn Generative Adversarial Networks (GANs)
Deep Learning
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333
深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……
Awesome Graph Attack Papers
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315
Adversarial attacks and defenses on Graph Neural Networks.
Gan Playground
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314
GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.
Salad
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266
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
Oasis
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260
Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)
Awesome Fairness In Ai
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257
A curated list of awesome Fairness in AI resources
Sgan
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237
Stacked Generative Adversarial Networks
Awesome Privacy
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234
Repository for collection of research papers on privacy.
Backdoors101
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231
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
Nips2016
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223
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2016
Pro Gnn
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213
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
Awesome Adversarial Examples Dl
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202
A curated list of awesome resources for adversarial examples in deep learning
Nettack
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187
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
Awesome Gans And Deepfakes
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171
A curated list of GAN & Deepfake papers and repositories.
Evademl Zoo
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168
Benchmarking and Visualization Tool for Adversarial Machine Learning
Robustdg
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160
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
Attack And Defense Methods
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152
A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
Adversarial Library
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123
Library containing PyTorch implementations of various adversarial attacks and resources
V2ray Deep Packet Inspection
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123
Notebook demo V2Ray traffic classification by deep packet inspection
Gan Rnn_timeseries Imputation
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118
Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
Fast_adversarial
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118
Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"
Adversarialdnn Playground
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117
VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo
Generate_to_adapt
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115
Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
3dpose_gan
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111
The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations
Gnn Meta Attack
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106
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
Self Adaptive Training
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104
Official implementation of the NeurIPS'2020 paper 'Self-Adaptive Training: beyond Empirical Risk Minimization'
Calogan
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103
Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
Spatial_gan
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97
Spatial Generative Adversarial Networks
Psgan
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95
Periodic Spatial Generative Adversarial Networks
Fairness In Ml
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88
This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
Shapegan
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85
Generative Adversarial Networks and Autoencoders for 3D Shapes
Textfool
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79
Plausible looking adversarial examples for text classification
Porousmediagan
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78
Reconstruction of three-dimensional porous media using generative adversarial neural networks
Famos
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77
Adversarial Framework for (non-) Parametric Image Stylisation Mosaics
Resilient Ml Research Platform
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76
Disrupting Deepfakes
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75
🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks
Gail_ppo_tf
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72
Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action
Casual Digressions
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70
💤 Old repository of notes on machine learning papers.
Detecting Adversarial Samples
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70
Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)
Face Robustness Benchmark
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63
An adversarial robustness evaluation library on face recognition.
Strike With A Pose
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63
A simple GUI tool for generating adversarial poses of objects.
Tgan
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60
The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping
Bad Flamingo
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57
Fool the computer, but not your friends! Adversarial "Quick, Draw"
Bmusegan
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50
Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”
Deeplearning.ai Gan Specialization Generative Adversarial Networks
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50
This repository contains my full work and notes on Deeplearning.ai GAN Specialization (Generative Adversarial Networks)
Fooling Lime Shap
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47
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
Gan 70 Lines Of Julia
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47
A Knet implementation of MLP GAN for MNIST data.
Adversarial Jets
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45
Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics
Adversarial_lab
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45
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
Deeplearning.ai Gans Specialization
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42
A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera
Dan
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39
Source code for "Towards a Deeper Understanding of Adversarial Losses under a Discriminative Adversarial Network Setting"
Advis.js
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39
[Tensorflow.js] AdVis: Exploring real-time Adversarial Attacks in the browser with Fast Gradient Sign Method.
Conditional Seqgan Tensorflow
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39
Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow
Dcgan
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38
Implementation of Deep Convolutional Generative Adversarial Networks on MNIST database in Keras
Adlib
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37
Game-Theoretic Adversarial Machine Learning Library
Awesome Decision Making Reinforcement Learning
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37
A selection of state-of-the-art research materials on decision making and motion planning.
Adversarial Vision Challenge
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36
NIPS Adversarial Vision Challenge
Checkers Reinforcement Learning
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34
A checkers reinforcement learning AI, and all the tools needed to train it.
Athena
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34
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
Platonicgan
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32
Escaping Plato’s Cave: 3D Shape from Adversarial Rendering [ICCV 2019]
Gd Uap
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30
Generalized Data-free Universal Adversarial Perturbations
Demog Text Removal
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29
Unbounded_gan
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29
Improve generative adversarial network training by deleting a line of code.
Iconcolor
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28
Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.
Interpretable Adv
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28
Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.
Amp Regularizer
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25
Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021
Srgan Keras Implementation
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24
Photo Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
Synthesizing Robust Adversarial Examples
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24
My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-AW
Binarygan
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22
Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"
Mnist Gan
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22
A Generative Adversarial Network (GAN) for generating mnist digits
Text2imagenet
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21
Generate image from text with Generative Adversarial Network
Interval Attack
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20
Interval attacks (adversarial ML)
Avc_nips_2018
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19
Code to reproduce the attacks and defenses for the entries "JeromeR" in the NIPS 2018 Adversarial Vision Challenge
Machine_learning
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19
This is a library of machine learning. I designed it to learn more about machine learning.
Amlrecsys Tutorial
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19
Tutorial by Yashar Deldjoo, Tommaso Di Noia and Felice Antonio Merra at WSDM 2020 about Adversarial Machine Learning in Recommender Systems
Zsl Ada
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16
Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"
Adversarial Relation Classification
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16
Unsupervised domain adaptation method for relation extraction
Ml Assignments
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16
ML assignments, about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning. It will be challenging but cheerful work!
Awesome Deep Learning Materials
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15
Curated materials from Centroida's Deep Learning team
Rocgan
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14
Chainer implementation of the paper Robust Conditional Generative Adversarial Networks
An Introduction To Adversarial Machine Learning
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13
This is the repository for the AI2019, tutorial on adversarial machine learning
Secml
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12
Security Weaknesses in Machine Learning
Trusted Ml Pipelines
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12
Trusted ML Pipeline Tutorial
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