Pinned Repositories
3DCommonCorruptions
3D Common Corruptions and Data Augmentation, CVPR 2022 [Oral]
ABL
Anti-Backdoor learning (NeurIPS 2021)
adv-training-corruptions
On the effectiveness of adversarial training against common corruptions [UAI 2022]
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
AdversarialNetsPapers
Awesome paper list with code about generative adversarial nets
alpha-beta-CROWN
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP'21)
CLPA
tutorials
A series of machine learning tutorials for Torch7
UltraClean
STL
Official Pytorch Implementation of Self-emerging Token Labeling
bxz9200's Repositories
bxz9200/ConvNeXt
Code release for ConvNeXt model
bxz9200/dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
bxz9200/Stylized-ImageNet
Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)
bxz9200/LeetCode
This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.
bxz9200/backdoor-learning-resources
A curated list of backdoor learning resources
bxz9200/ABL
Anti-Backdoor learning (NeurIPS 2021)
bxz9200/alpha-beta-CROWN
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP'21)
bxz9200/auto_LiRPA
[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks
bxz9200/Papers-of-Robust-ML
Related papers for robust machine learning
bxz9200/FedScale
FedScale: Benchmarking Model and System Performance of Federated Learning
bxz9200/auto-attack
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
bxz9200/NAD
This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://openreview.net/pdf?id=9l0K4OM-oXE) in PyTorch.
bxz9200/mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
bxz9200/on-the-adversarial-robustness-of-visual-transformer
Code for the paper "On the Adversarial Robustness of Visual Transformers"
bxz9200/Qu-ANTI-zation
[NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"
bxz9200/FairAI
This is a collection of papers and other resources related to fairness.
bxz9200/LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
bxz9200/tutorials
A series of machine learning tutorials for Torch7
bxz9200/BRECQ
Pytorch implementation of BRECQ, ICLR 2021
bxz9200/LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)
bxz9200/Random-Erasing
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
bxz9200/Imagenet32_Scripts
Scripts for Imagenet 32 dataset
bxz9200/Refool
bxz9200/trojai
A repository to quickly generate synthetic data and associated trojaned deep learning models
bxz9200/metapoison
Craft poisoned data using MetaPoison
bxz9200/Warping-based_Backdoor_Attack-release
WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
bxz9200/Pytorch-Adversarial-Training-CIFAR
This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.
bxz9200/keras-resnet
Residual networks implementation using Keras-1.0 functional API
bxz9200/vgg-faces-utils
Script to download and annotate images from VGG Faces dataset
bxz9200/label-consistent-backdoor-code
Code for "Label-Consistent Backdoor Attacks"