We present a comprehensive and deep review of the HFM in challenges, opportunities, and future directions. The released paper: https://arxiv.org/abs/2404.03264

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.

Deepfake detection using wavelet-packets in PyTorch, European Conference on Machine Learning (ECML PKDD) 2022.

Cross-platform, customizable ML solutions for live and streaming media.

Related papers for robust machine learning

PyTorch implementation of adversarial attacks [torchattacks]

RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]

A pytorch adversarial library for attack and defense methods on images and graphs

This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.

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

A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for safety surveilence.

Deep human action recognition and pose estimation

Training neural models with structured signals.

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

Python package built to ease deep learning on graph, on top of existing DL frameworks.

computer vision Toolkit of pytorch

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

Code for "Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views" (CVPR 2019, T-PAMI 2021)

Important papers about 3D human pose estimation.

Tools to Design or Visualize Architecture of Neural Network

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Must-read papers on graph neural networks (GNN)

Must-read papers on network representation learning (NRL) / network embedding (NE)