sungyoon-lee

Sungyoon Lee's repositories

[NeurIPS 2020] Lipschitz-Certifiable Training with a Tight Outer Bound | BCP (Box Constraint Propagation) | ⚡💪🛡️

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[NeurIPS 2021] Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples | ⛰️⚠️

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Convex Layerwise Adversarial Training (COLT)

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

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An Extensible Software Framework for Large-Scale Inverse Problems

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PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

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Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

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