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adversarial-examples-reading-list

This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.

advpaperroadmap

Adversarial Example Papers Reading Roadmap in Deep Neural Network

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-multitask-learning

BERT for Multitask Learning

bert-pytorch

Google AI 2018 BERT pytorch implementation

bimpm_keras

Keras implementation of Bilateral Multi-Perspective Matching.

cnli

Baseline for the CNLI corpus

conference-acceptance-rate

Statistics of acceptance rate for the main AI conference

essential-terms

"Learning What is Essential in Questions", CoNLL, 2017

fgsm_reproduction

gnnpapers

Must-read papers on graph neural networks (GNN)

haejupark.github.io

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

hololens

Unity 2017.2 + ChatScript(ChatBot)

joint-embedding-for-entity-alignment

tensorflow implementation of joint embedding method for entity alignment

krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

language-style-transfer

malware-detection

Malware detection

malware-detection-1

PC Malware Detection

muse

A library for Multilingual Unsupervised or Supervised word Embeddings

nlp_adversarial_examples

Implementation code for the paper "Generating Natural Language Adversarial Examples"

pycm

Multi-class confusion matrix library in Python

robust_nlp

NLP robust to adversarial examples.

soft

text_vae

text variational auto encoder keras implementation

transfer-learning

keras implementation of simple adversarial multi-task learning model

wsdm2019-cup

fake news classification

xnli

Evaluating Cross-lingual Sentence Representations