shuchunxu Goto Github PK

-dataaug-and-netregularization

pytorch implements data enhancement and network regularization methods: cutmix, cutout, shakedrop, mixup, Label smoothing

2023-aaai-sdmia

code for AAAI accepted paper Similarity Distribution based Membership Inference Attack on Person Re-Identification.

advances-in-label-noise-learning

A curated (most recent) list of resources for Learning with Noisy Labels

adversarial-attack-from-leakage

From Gradient Leakage to Adversarial Attacks in Federated Learning

adversarial-machine-learning

对抗样本（Adversarial Examples）和投毒攻击（Poisoning Attacks）相关资料

adversarial-mtsr

adversarial-vertex-mixup-pytorch

adversarial_attacks

Implementation of state-of-the-art adversarial attacks (L_inf PGD, Carlini Wagner) against CNN trained on CIFAR10. Personal research and proposition of new adversarial attacks.

adversarial_examples

对抗样本

adversarial_long-tail

[ CVPR 2021 Oral ] Pytorch implementation for "Adversarial Robustness under Long-Tailed Distribution"

anl

Code for "Adversarial Noise Layer: Regularize Neural Network By Adding Noise"

anomaly-detection

异常检测

aster

at_sg

Adversarial-Attacks-and-Defense-Methods-in-the-Smart-Grid

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-dataset-distillation

Awesome Dataset Distillation Papers

awesome-differential-privacy

Differential private machine learning

awesome-differential-privacy-and-meachine-learning

机器学习和差分隐私的论文笔记和代码仓

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly detection (defect detection). 工业异常检测(瑕疵检测)论文及数据集检索库。

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

awesome-long-tail-learning

awesome-longtailed-learning

A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).

awesome-of-long-tailed-recognition

A curated list of long-tailed recognition resources.

awesome1-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

breaching

Breaching privacy in federated learning scenarios for vision and text

cip

crystal

Defending Privacy Against More Knowledgeable Membership Inference Attackers

csa

Source code for the paper "How Re-sampling Helps for Long-Tail Learning?"