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Bingyin Zhao's Projects

abl icon abl

Anti-Backdoor learning (NeurIPS 2021)

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

alpha-beta-crown icon alpha-beta-crown

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP'21)

auto-attack icon auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

auto_lirpa icon auto_lirpa

[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks

biggan-pytorch icon biggan-pytorch

See https://github.com/ilyakava/gan for results on Imagenet 128. Code for a Multi-Hinge Loss with K+1 Conditional GANs

biggan-tensorflow icon biggan-tensorflow

Reimplementation of the Paper: Large Scale GAN Training for High Fidelity Natural Image Synthesis

brecq icon brecq

Pytorch implementation of BRECQ, ICLR 2021

cifar-autoencoder icon cifar-autoencoder

A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.

cifar-vgg icon cifar-vgg

VGG16 models for CIFAR-10 and CIFAR-100 using Keras

cifar10_challenge icon cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan_code icon dcgan_code

Deep Convolutional Generative Adversarial Networks

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