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Tian Qi's Projects

advgan_pytorch icon advgan_pytorch

a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

advhat icon advhat

AdvHat: Real-world adversarial attack on ArcFace Face ID system

at-cnn icon at-cnn

Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks

augmix icon augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

awesome-nas icon awesome-nas

A curated list of neural architecture search (NAS) resources.

box-world icon box-world

Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"

build_lk_opticalflow icon build_lk_opticalflow

The purpose of this demo is to better understand the underlying implementation of single level optical flow and multi level optical flow with forward or inverse.

cleverhans icon cleverhans

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

code icon code

Source Code for Go In Action examples

convex_adversarial icon convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

dcdi icon dcdi

Repository for "Differentiable Causal Discovery from Interventional Data"

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