Search Results for author: Yiwei Zhou

Found 6 papers, 1 papers with code

Few-Shot Adversarial Prompt Learning on Vision-Language Models

no code implementations21 Mar 2024 Yiwei Zhou, Xiaobo Xia, Zhiwei Lin, Bo Han, Tongliang Liu

The vulnerability of deep neural networks to imperceptible adversarial perturbations has attracted widespread attention.

Adversarial Robustness Adversarial Text

Entity Linking in Tabular Data Needs the Right Attention

no code implementations5 Jul 2022 Miltiadis Marios Katsakioris, Yiwei Zhou, Daniele Masato

We achieve constant memory usage by introducing a Tabular Entity Linking Lite model (TELL ) that generates vector representation for a cell based only on its value, the table headers and the table caption.

Entity Linking

Generating Semantically Valid Adversarial Questions for TableQA

no code implementations26 May 2020 Yi Zhu, Yiwei Zhou, Menglin Xia

Finally, we demonstrate that adversarial training with SAGE augmented data can improve performance and robustness of TableQA systems.

Adversarial Attack Question Answering +1

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