Search Results for author: Liyuan Zhang

Found 2 papers, 0 papers with code

On the Robustness of Domain Adaption to Adversarial Attacks

no code implementations4 Aug 2021 Liyuan Zhang, YuHang Zhou, Lei Zhang

State-of-the-art deep neural networks (DNNs) have been proved to have excellent performance on unsupervised domain adaption (UDA).

Adversarial Attack Unsupervised Domain Adaptation

Imbalanced biomedical data classification using self-adaptive multilayer ELM combined with dynamic GAN

no code implementations journal 2018 Liyuan Zhang, Huamin Yang, Zhengang Jiang

Results To evaluate the classification performance of the proposed method, numerical experiments are conducted on four real-world biomedical datasets.

Classification General Classification

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