xfangsn

lira-pytorch

Likelihood Ratio Attack (LiRA) in PyTorch

quantile-mia

SeqMIA

This is the official repository for the ACM CCS 2024 paper "SeqMIA: Sequential-Metric Based Membership Inference Attack" by Hao Li, Zheng Li, Siyuan Wu, Chengrui Hu, Yutong Ye, Min Zhang, Dengguo Feng, and Yang Zhang.

replicate-MIA-on-GNNs

Replicate and re-evaluate membership inference attacks on graph neural networks

cs-kd

Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)

ViT-CIFAR

PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 with small number of parameters (= 6.3M, originally ViT-B has 86M).

Cream

This is a collection of our NAS and Vision Transformer work.

TokenMixers

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

CrossMAE

Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders

timmdocs

Documentation for Ross Wightman's timm image model library

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

PyTorch-CycleGAN

A clean and readable Pytorch implementation of CycleGAN

twin-auxiliary-classifiers-gan

acgan-pytorch

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

ic_gan

Official repository for the paper "Instance-Conditioned GAN" by Arantxa Casanova, Marlene Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.

minimal-light

A simple and elegant Jekyll theme for an academic personal homepage

hedwig

PyTorch deep learning models for document classification

Hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

hivit

zh-cn

中文版学术主页

TKNN-Shapley

Official Codebase for "Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation" (NeurIPS 2023 Spotlight)

data_diet

Data-Sahpley-

Pytorch implementation of Data Shapley for Data valuation

MIAdefenseSELENA

[USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture

DataShapley

Data Shapley: Equitable Valuation of Data for Machine Learning