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Runtian Zhai's Projects

cifar10_challenge icon cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

cvxopt icon cvxopt

Convex Optimization: Assignment and Project

dinkytrain icon dinkytrain

Princeton NLP's pre-training library based on fairseq with DeepSpeed kernel integration 🚃

domainbed icon domainbed

DomainBed is a suite to test domain generalization algorithms

doro icon doro

Distributional and Outlier Robust Optimization (ICML 2021)

gmap icon gmap

The smartest map easiest to use.

grw-vs-erm icon grw-vs-erm

Understanding why Generalized Reweighting Does Not Improve Over ERM

macer icon macer

MACER: MAximizing CErtified Radius (ICLR 2020)

networktool icon networktool

A tool for editing, analyzing and comparing websites

smoothing icon smoothing

Provable adversarial robustness at ImageNet scale

smoothing-adversarial icon smoothing-adversarial

Code replicating the results of our "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers" paper

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