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Ruoxin Chen's Projects

resume icon resume

An elegant \LaTeX\ résumé template. 大陆镜像 https://gods.coding.net/p/resume/git

smoothing icon smoothing

Provable adversarial robustness at ImageNet scale

smoothing-consistency icon smoothing-consistency

Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)

sokcertifiedrobustness.github.io icon sokcertifiedrobustness.github.io

Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets

sparse_smoothing icon sparse_smoothing

Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More"

vae icon vae

a simple vae and cvae from keras

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