Výsledky vyhledávání - "Chen, Bo Hao"

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MEAT: Median-Ensemble Adversarial Training for Improving Robustness and Generalization

Autor: Hu, Zhaozhe, Yin, Jia-Li, Chen, Bin, Lin, Luojun, Chen, Bo-Hao, Liu, Ximeng

Self-ensemble adversarial training methods improve model robustness by ensembling models at different training epochs, such as model weight averaging (WA). However, previous research has shown that self-ensemble defense methods in adversarial trainin

Externí odkaz: http://arxiv.org/abs/2406.14259

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An Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability

Autor: Chen, Bin, Yin, Jia-Li, Chen, Shukai, Chen, Bo-Hao, Liu, Ximeng

While the transferability property of adversarial examples allows the adversary to perform black-box attacks (i.e., the attacker has no knowledge about the target model), the transfer-based adversarial attacks have gained great attention. Previous wo

Externí odkaz: http://arxiv.org/abs/2308.02897

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SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation

Autor: Zhu, Wanqing, Yin, Jia-Li, Chen, Bo-Hao, Liu, Ximeng

As acquiring manual labels on data could be costly, unsupervised domain adaptation (UDA), which transfers knowledge learned from a rich-label dataset to the unlabeled target dataset, is gaining increasing popularity. While extensive studies have been

Externí odkaz: http://arxiv.org/abs/2212.05917

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Push Stricter to Decide Better: A Class-Conditional Feature Adaptive Framework for Improving Adversarial Robustness

Autor: Yin, Jia-Li, Xie, Lehui, Zhu, Wanqing, Liu, Ximeng, Chen, Bo-Hao

In response to the threat of adversarial examples, adversarial training provides an attractive option for enhancing the model robustness by training models on online-augmented adversarial examples. However, most of the existing adversarial training m

Externí odkaz: http://arxiv.org/abs/2112.00323

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Structural origins of the infamous 'Low Temperature Orthorhombic' to 'Low Temperature Tetragonal' phase transition in high-Tc cuprates

Autor: Tidey, Jeremiah P., Keegan, Christopher, Bristowe, Nicholas C., Mostofi, Arash A., Hong, Zih-Mei, Chen, Bo-Hao, Chuang, Yu-Chun, Chen, Wei-Tin, Senn, Mark S.

We undertake a detailed high-resolution diffraction study of a novel plain band insulator, La$_2$MgO$_4$, which may be viewed as a structural surrogate system of the undoped end-member of the high-T$_c$ superconductors, La$_{2-x-y}$A$^{2+}_x$RE$^{3+}

Externí odkaz: http://arxiv.org/abs/2111.11888

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