pxzhang94

A3T

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

ADF

White-box Fairness Testing through Adversarial Sampling

aequitas

Bias and Fairness Audit Toolkit

Aequitas-1

Aequitas, a directed fairness testing framework machine learning models.

AIF360

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.

auto_LiRPA

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

csmath

deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

deepface

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

deepimportance_code_release

pxzhang94/ADF

White-box Fairness Testing through Adversarial Sampling

pxzhang94/A3T

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

pxzhang94/aequitas

Bias and Fairness Audit Toolkit

pxzhang94/Aequitas-1

Aequitas, a directed fairness testing framework machine learning models.

pxzhang94/AIF360

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.

pxzhang94/auto_LiRPA

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

pxzhang94/csmath

pxzhang94/deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

pxzhang94/deepface

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

pxzhang94/deepimportance_code_release

pxzhang94/eran

ETH Robustness Analyzer for Deep Neural Networks

pxzhang94/face-classification

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

pxzhang94/face.evoLVe.PyTorch

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

pxzhang94/FacialPhenotypes

Face Verification and Identification Test Code for Racial Phenotype Evaluation on RFW and VGGFace2

pxzhang94/FairFace

pxzhang94/insightface

Face Analysis Project on MXNet and PyTorch

pxzhang94/lime

Lime: Explaining the predictions of any machine learning classifier

pxzhang94/m_testing_adversatial_sample

pxzhang94/nlp_adversarial_examples

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

pxzhang94/pxzhang94.github.io

pxzhang94/pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pxzhang94/recommenders

Best Practices on Recommendation Systems

pxzhang94/Socrates

pxzhang94/Themis

Themis™ is a software fairness tester.

pxzhang94/TOG

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-enriching opportunities, they also open doors for misuse and abuse. This project presents a suite of adversarial objectness gradient attacks, coined as TOG,

pxzhang94/Tool_UI

pxzhang94/TrojanNN

Trojan Attack on Neural Network

pxzhang94/unintended-ml-bias-analysis

pxzhang94/VGG1200-Races

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

pxzhang94/zjuthesis-1

Zhejiang University Graduation Thesis LaTeX Template