I am Sungyoon Lee.
sungyoon-lee Goto Github PK
Name: Sungyoon Lee
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Sungyoon Lee's Projects
bcp
[NeurIPS 2020] Lipschitz-Certifiable Training with a Tight Outer Bound | BCP (Box Constraint Propagation) | ⚡💪🛡️
colt
Convex Layerwise Adversarial Training (COLT)
convex_adversarial
A method for training neural networks that are provably robust to adversarial attacks.
hippylib
An Extensible Software Framework for Large-Scale Inverse Problems
losslandscapematters
[NeurIPS 2021] Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples | ⛰️⚠️
pyhessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
sungyoon-lee
sungyoon-lee.github.io
svc
universal
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