Real-time object detection is one of the key applications of deep neural networks (DNNs) for real-world mission-critical systems. While DNN-powered object detection systems celebrate many life-enri…

Best Practices on Recommendation Systems

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

A collection of implementations of deep domain adaptation algorithms

Zhejiang University Graduation Thesis LaTeX Template

Face model to classify gender and race. Trained on LFWA+ Dataset.

Face Analysis Project on MXNet and PyTorch

Image-to-Image Translation in PyTorch

[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks

ETH Robustness Analyzer for Deep Neural Networks

This repository contains the implementation and the evaluation of our ICML 2020 paper: Robustness to Programmable String Transformations via Augmented Abstract Training.

Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation

🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥

Implementation code for the paper "Generating Natural Language Adversarial Examples"

Lime: Explaining the predictions of any machine learning classifier

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Bias and Fairness Audit Toolkit

Trojan Attack on Neural Network

Themis™ is a software fairness tester.

Aequitas, a directed fairness testing framework machine learning models.

Latex Thesis template of Zhejiang University (zju)