Search Results for author: Zhe Tao

Found 5 papers, 2 papers with code

Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning

1 code implementation2 Aug 2024 Lu Yu, Zhe Tao, Hantao Yao, Joost Van de Weijer, Changsheng Xu

The semantic knowledge available in the label information of the images, offers important semantic information that can be related with previously acquired knowledge of semantic classes.

Continual Learning Knowledge Distillation +4

EnviroExam: Benchmarking Environmental Science Knowledge of Large Language Models

no code implementations18 May 2024 Yu Huang, Liang Guo, Wanqian Guo, Zhe Tao, Yang Lv, Zhihao Sun, Dongfang Zhao

In the field of environmental science, it is crucial to have robust evaluation metrics for large language models to ensure their efficacy and accuracy.

Benchmarking Specificity

Architecture-Preserving Provable Repair of Deep Neural Networks

1 code implementation7 Apr 2023 Zhe Tao, Stephanie Nawas, Jacqueline Mitchell, Aditya V. Thakur

The repair has the flexibility to modify multiple layers of the DNN, and runs in polynomial time.

FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications

no code implementations28 Jun 2020 Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen

Along with the proliferation of Artificial Intelligence (AI) and Internet of Things (IoT) techniques, various kinds of adversarial attacks are increasingly emerging to fool Deep Neural Networks (DNNs) used by Industrial IoT (IIoT) applications.

Federated Learning

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