GuanlinLee

FPD-for-Adversarial-Robustness

Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder(CVPR2020)

CCNAMS

Improving Adversarial Robustness of 3D Point Cloud Classification Models (ECCV2022)

SCNet

BEST

Official Codes for Extracting Robust Models with Uncertain Examples (ICLR2023)

Noisy-LVIS

A benchmark for instance segmentation on the long-tailed and noisy dataset.

prime

REAT

Adversarial Training Over Long-Tailed Distribution

guanlinlee.github.io

OAT

Omnipotent Adversarial Training for Unknown Label-noisy and Imbalanced Datasets

Tiny-ImageNet-Pretrained-Model

Tiny ImageNet Pretrained Models

adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

Adversarial-Training-on-Noisy-Dataset

Adversarial training on Noisy Datasets

awesome

:sunglasses: Curated list of awesome lists

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

contrastive_learning_algorithms

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

format

ACM consolidated LaTeX styles

GuanlinLee

Config files for my GitHub profile.

iQAN_pytorch_1.0

Visaul Question Generation as Dual Task of Visual Question Answering (PyTorch Version >=1.0)

LlamaSD

Control SD with Llama2 for concept regularization

ncmdump

python版本网易云音乐ncm文件格式转换

Noise_Gradient_Descent_Optimizer

noise gradient descent optimizer by tensorflow,you can change the optimizer as you want

PGD_Demo

pythia

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

pytorch-adversarial_box

PyTorch library for adversarial attack and training

SAT_Solver_by_GA

a sat solver by using GA

TRADES-smoothing

TRADES + random smoothing for certifiable robustness

VQA2.0-Recent-Approachs-2018.pytorch

A pytroch reimplementation of "Bilinear Attention Network", "Intra- and Inter-modality Attention", "Learning Conditioned Graph Structures", "Learning to count object", "Bottom-up top-down" for Visual Question Answering 2.0