A curated list of advancements in Vertical Federated Learning, frameworks and libraries.

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them

A curated list of papers & resources on backdoor attacks and defenses in deep learning.

PyTorch implementation of adversarial attacks.

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

A curated list of backdoor learning resources

A collection of research materials on explainable AI/ML

resources about federated learning and privacy in machine learning

A curated list of fraud detection papers using graph information or graph neural networks

Must-read papers on graph neural networks (GNN)

Related papers for robust machine learning

Federated Learning Library: https://fedml.ai

SOTA ReID Methods and Toolbox

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

Awesome person re-identification

A curated list of awesome self-supervised methods

Bag of Tricks and A Strong Baseline for Deep Person Re-identification

Awesome Knowledge Distillation

CVPR2019 Joint Discriminative and Generative Learning for Person Re-identification

Awesome Incremental Learning

Everything about Transfer Learning and Domain Adaptation--迁移学习

A curated list of papers, code and resources pertaining to zero shot learning

Open MMLab Detection Toolbox and Benchmark

A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!