Search Results for author: Xuyang Zhong

Found 2 papers, 1 papers with code

Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations

1 code implementation8 May 2024 Xuyang Zhong, Yixiao Huang, Chen Liu

Furthermore, we combine sparse-PGD with a black-box attack to comprehensively and more reliably evaluate the models' robustness against $l_0$ bounded adversarial perturbations.

Towards Mitigating Architecture Overfitting in Dataset Distillation

no code implementations8 Sep 2023 Xuyang Zhong, Chen Liu

Dataset distillation methods have demonstrated remarkable performance for neural networks trained with very limited training data.

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