ZhangXiao96/OptimizationVariance

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Created about 4 years ago
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ZhangXiao96/OptimizationVariance

ZhangXiao96

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This repository is the official implementation of "Optimization Variance: Delve into the Epoch-Wise Double Descent of DNNs"

EEGAdversary

This is a toolbox to construct adversarial examples of EEG signals. The traditional EEG extraction methods and classifiers are re-implemented in Tensorflow.

Speller-Attacks

This project attacked widely-used EEG spellers, e.g., P300 spellers and SSVEP spellers, with adversarial perturbation templates. We constructed these templates to perform target attacks on EEG spellers, demonstrating that the spellers can be manipulated to output anything the attacker wants when added the templates.

KerasAdversary

This project is aimed to provide a simple interface to attack the models built with Keras. It can be very simple to craft adversarial examples with different attacking methods using our API.

Lottery-Ticket-Hypothesis-for-DNNs

This repo aims to provide an easy-to-use interface for searching the lottery ticket of a DNN structure.

LFP-Analyze

This project is mainly about Local Field Potential (LFP).

ZhangXiao96.github.io

https://zhangxiao96.github.io/

SymmetricAdversarialExamples

CNNZoo4CIFAR

This is a collection of CNNs trained on CIFAR10, e.g. DenseNet, VGG16, ResNet...

Deep-Double-Descent

RethinkSpectralBias

This repository is the official implementation of "Rethink the Connections among Generalization, Memorization and Spectral Bias" https://arxiv.org/abs/2004.13954.

RecommenderSystems4Python

This is a respository which implements several recomender systems in Python.