Search Results for author: Matan Levi

Found 2 papers, 2 papers with code

Splitting the Difference on Adversarial Training

1 code implementation3 Oct 2023 Matan Levi, Aryeh Kontorovich

The ability to achieve such near-optimal natural accuracy, while maintaining a significant level of robustness, makes our method applicable to real-world applications where natural accuracy is at a premium.

Domain Invariant Adversarial Learning

1 code implementation1 Apr 2021 Matan Levi, Idan Attias, Aryeh Kontorovich

We present a new adversarial training method, Domain Invariant Adversarial Learning (DIAL), which learns a feature representation that is both robust and domain invariant.

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