Pages for Xie Yi

🇫🇷 Oh my tmux! My self-contained, pretty & versatile tmux configuration made with ❤️

Self-Alignment with Principle-Following Reward Models

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

A lightweight, scalable, and general framework for visual question answering research

OpenIE6 system

Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"

Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".

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

Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)

test

Data-enriching GAN for retrieving Representative Samples from aTrained Classifier

PyTorch implementations of Generative Adversarial Networks.

Conditional Deep Convolutional Generative Adversarial Network implemented by pytorch

Visual Reasoning :

Knockoff Nets: Stealing Functionality of Black-Box Models

Visual Question Answering in Pytorch

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset