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114 search results found

Awesome Tensorflow ⭐ 16,809

TensorFlow - A curated list of dedicated resources http://tensorflow.org

Papers ⭐ 2,239

Summaries of machine learning papers

One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Neural Structured Learning ⭐ 972

Training neural models with structured signals.

Convex_adversarial ⭐ 318

A method for training neural networks that are provably robust to adversarial attacks.

pytorch implementation of Domain-Adversarial Training of Neural Networks

Awesome Pytorch ⭐ 259

Awesome PyTorch

Nlp Papers ⭐ 248

Papers I have read, mainly about NLP. Welcome everyone to supplement in issue.

Nips2016 ⭐ 223

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2016

Nettack ⭐ 187

Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".

Adversarial Learning For Neural Dialogue Generation In Tensorflow ⭐ 179

Adversarial-Learning-for-Neural-Dialogue-Generatio

Neural Cryptography Tensorflow ⭐ 171

Neural Networks that invent their own encryption 🔑

Awesome Neural Adaptation In Nlp ⭐ 161

Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632

Awesome Chainer ⭐ 125

Mipverify.jl ⭐ 111

Evaluating Robustness of Neural Networks with Mixed Integer Programming

Adversarial Training for Neural Relation Extraction

Simple_adversarial_examples ⭐ 96

Repo of simple adversarial examples on vanilla neural networks trained on MNIST

Official implementation of our FLAG paper (CVPR2022)

Neural Nebula ⭐ 86

A deep conv. generative adversarial network trained on nebula and images of space

Deepconcolic ⭐ 85

Concolic Testing for Deep Neural Networks

Casual Digressions ⭐ 70

💤 Old repository of notes on machine learning papers.

Paper Spray ⭐ 64

List of interesting papers to read

Wasserstein Introspective Neural Networks (CVPR 2018 Oral)

Cambridge Ai ⭐ 58

Analysisbysynthesis ⭐ 57

Adversarially Robust Neural Network on MNIST.

Neural Painters X ⭐ 55

Generative Adversarial Networks in Neural Machine Translation

Robust And Explainable Machine Learning ⭐ 48

Related materials for robust and explainable machine learning

Mister_ed ⭐ 47

Pytorch Adversarial Attack Framework

Ct Denoising Review ⭐ 42

review of CT denoising paper

Gansynth ⭐ 41

TensorFlow implementation of "GANSynth: Adversarial Neural Audio Synthesis"

Ai Security For Iot And Mobile ⭐ 40

Neuralode ⭐ 38

Experiments with Neural ODEs and Adversarial Attacks

Bayesiandefense ⭐ 38

Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network

Papers for Summer 2018

Adversarial Robustness Public ⭐ 30

Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients"

Adversarial Learning Literature ⭐ 29

Ai Security Related Paper List ⭐ 29

Papers I have collected and read in undergraduate and graduate period

Sparsefool ⭐ 28

A fast sparse attack on deep neural networks.

Text Generation Papers ⭐ 28

Paper collection of Neural Text Generation

Tensorflow Autoencoders ⭐ 27

Implementations of autoencoder, generative adversarial networks, variational autoencoder and adversarial variational autoencoder

Uncannyrd ⭐ 27

A tool for collectively synthesizing a never-ending road using Generative Adversarial Neural Networks.

Whitenblackbox ⭐ 26

Towards Reverse-Engineering Black-Box Neural Networks, ICLR'18

Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural Networks - A lab we prepared for the KDD'19 Workshop on Anomaly Detection in Finance that will walk you through the detection of interpretable accounting anomalies using adversarial autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

Domain Adversarial Training Of Neural Networks ⭐ 24

implement Domain-Adversarial Training of Neural Networks

Speechenhancement ⭐ 24

about Speech enhancement

Papers and their summary (in issue)

Source code and dataset for COLING2018 paper "Adversarial Multi-lingual Neural Relation Extraction".

Facejack ⭐ 22

your face has been hijacked

Neural Fingerprinting ⭐ 21

Awesome Deeplearning Resources ⭐ 20

[email protected]:endymecy/awesome-deeplearning-resou

Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019

Unity Neural Rendering ⭐ 18

Use Generative Adversarial Networks (GANs) to Render in Unity

The implementation of Dual Adversarial Neural Transfer (DATNets) for Sequence Labeling, which is able to tackle sequence labeling tasks such as POS Tagging, NER, Chunking,etc..

Simple_keras_gan ⭐ 17

Simple keras implementation of a generative adversarial neural network, as described in https://arxiv.org/abs/1406.2661

Deepnetworks ⭐ 17

My implementations of deep neural networks for practice.

Computer Vision Research Papers ⭐ 17

Collection of Computer Vision Research Papers

Ntg Papers ⭐ 16

Paper List for (Unconditional) Neural Text Generation

Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks

Gnn Practical Attack ⭐ 16

Code for Towards More Practical Adversarial Attacks on Graph Neural Networks (NeurIPS 2020)

Awesome Deep Learning Materials ⭐ 15

Curated materials from Centroida's Deep Learning team

Stochastic Cnn ⭐ 13

Torch implementation for Robust convolutional neural networks under adversarial noise

Reading Groups ⭐ 13

MIT MIC Reading Groups

Code for the paper "Adversarial Neural Pruning with Latent Vulnerability Suppression"

Gans N Reels ⭐ 12

Creating Irish Music using a Generative Adversarial Neural Network

Awesome Aml ⭐ 12

A curated list of awesome adversarial attack and defense papers

Cool Papers In Pytorch ⭐ 12

Reimplementing cool papers in PyTorch...

Code for "Adversarial Noise Layer: Regularize Neural Network By Adding Noise"

Robustbnns ⭐ 12

Code for paper "Robustness of Bayesian Neural Networks to Gradient-Based Attacks"

Vision based algorithms for falsification of convolutional neural networks

Papernotes ⭐ 11

Important notes on scientific papers

Advpaperroadmap ⭐ 11

Adversarial Example Papers Reading Roadmap in Deep Neural Network

3d Neural Network Adversarial Attacks ⭐ 11

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.

Deepgame ⭐ 11

A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees

Pytorch Tutorial ⭐ 11

Nlp_research_topics_summary ⭐ 11

Fooling_neural_network Interpretations ⭐ 10

This repository provides a PyTorch implementation of "Fooling Neural Network Interpretations via Adversarial Model Manipulation". Our paper has been accepted to NeurIPS 2019.

Machine Learning Reading Group

Deepdomainadaptation ⭐ 10

Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DANN (domain-adversarial neural network), Deep JDOT (joint distribution optimal transportation)

In Depth Ml ⭐ 9

In depth machine learning resources

NMT domain adaptation papers (updating...)

Adversarial Attack On Recurrent Neural Network ⭐ 9

Implement adversarial arrack on Recurrent Neural network built to perform sentiment analysis with LSTM using TensorFlow

Max Adversarial Cryptography ⭐ 9

Protect communications with adversarial neural cryptography.

Snn Adversarial Attacks ⭐ 9

Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters

Iclr 2020 ⭐ 8

Selections from ICLR 2020

Adversarial Learning For Neural Dialogue Generation ⭐ 8

机器学习大作业--复现论文

Chinese Poetry Generation ⭐ 8

this is a multi-modal chinese poetry generation paper list

Machine Learning ⭐ 8

All about machine learning with sample code

Espm.ml.2019.1 ⭐ 7

Lecture about AI

Adversarial.jl ⭐ 7

Adversarial attacks for Neural Networks written with FluxML

Awesome Adversarial Sample On Graph ⭐ 7

Domain Adversarial Neural Network ⭐ 7

Implementation of Domain Adversarial Neural Network in Tensorflow

Ipnn Pytorch ⭐ 7

A pytorch implementation of "Intriguing properties of neural networks"

Deepcloak ⭐ 7

ICLR16: DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples

Papers To Read ⭐ 6

NLP papers we should read

Adversarial Neural Cryptography Tensorflow ⭐ 6

Mimicking symmetric cryptosystem using adversarial networks to show that neural nets are able to learn to communicate with each other securely

Deep Learning Computer Vision ⭐ 6

This project is the modified version of the assignment of Umich Course: Deep learning for Computer Vision

Interp_regularization ⭐ 6

A novel neural network gradient regularization scheme for adversarial robustness and interpretability.

Hardening Deep Neural Networks Via Adversarial Model Cascades ⭐ 6

Official code repository for our publication 'Hardening Deep Neural Networks via Adversarial Model Cascades'

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