Xiaogeng Liu's repositories
Universal-Prompt-Injection
The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".
LowRankGAN
[NeurIPS 2021] Low-Rank Subspaces in GANs
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
A-Unified-Approach-to-Interpreting-and-Boosting-Adversarial-Transferability
A Unified Approach to Interpreting and Boosting Adversarial Transferability (ICLR2021)
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
AdvHash
The official implementation of our ACM MM 2021 paper "AdvHash: Set-to-set Targeted Attack on Deep Hashing with One Single Adversarial Patch".
al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
AMT-GAN
The official implementation of our CVPR 2022 paper "Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer".
ares
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
auto-attack
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
awesome-open-source-games
Collection of Games that have the source code available on GitHub
CLIP
Contrastive Language-Image Pretraining
ConvNeXt
Code release for ConvNeXt model
GAN-inversion
Image2StyleGAN and Image2StyleGAN++ implementation
GRE-preparation
GRE备考资料，复习心得
imagecorruptions
Python package to corrupt arbitrary images.
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
jepa
PyTorch code and models for V-JEPA self-supervised learning from video.
knockoffnets
Knockoff Nets: Stealing Functionality of Black-Box Models
MLP-Mixer-pytorch
Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision
MobileViT
Unofficial PyTorch implementation of MobileViT based on paper "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
RobustART
The first comprehensive Robustness investigation benchmark on large-scale dataset ImageNet regarding ARchitecture design and Training techniques towards diverse noises.
SheltonLiu-N.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
stylegan2
StyleGAN2 - Official TensorFlow Implementation
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".