fuweijie

AER

scalable active learning by approximated error reduction

Paper-on-Robustness

HAGR

DRE

Paper-on-Large-scale-Machine-Learning

adversarial-attacks-pytorch

A pytorch implementations of Adversarial attacks and utils

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

AGLPP

Angular-Penalty-Softmax-Losses-Pytorch

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

awesome-fairness-in-ai

A curated list of awesome Fairness in AI resources

Awesome-Image-Colorization

:books: A collection of Deep Learning based Image Colorization and Video Colorization papers.

Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

DivideMix

Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning

examples

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

fuweijie.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

insightface

State-of-the-art 2D and 3D Face Analysis Project

InstColorization

jd_seckill

LeetCode-Go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

lift-splat-shoot-annotated

本项目是论文 Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D 代码的中文注释版。

loss_function_search

Loss Function Search for Face Recognition

MART

Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"

Max-Mahalanobis-Training

Max Mahalanobis Training (ICML 2018 + ICLR 2020)

pytorch-adacos

PyTorch implementation of AdaCos

pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

youtube-dl

Command-line program to download videos from YouTube.com and other video sites