Search Results for author: Jun Shao

Found 2 papers, 2 papers with code

A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics

1 code implementation1 Jun 2023 Hong-Yu Zhou, Yizhou Yu, Chengdi Wang, Shu Zhang, Yuanxu Gao, Jia Pan, Jun Shao, Guangming Lu, Kang Zhang, Weimin Li

During the diagnostic process, clinicians leverage multimodal information, such as chief complaints, medical images, and laboratory-test results.

Representation Learning

An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning

1 code implementation23 Feb 2020 Xue Yang, Yan Feng, Weijun Fang, Jun Shao, Xiaohu Tang, Shu-Tao Xia, Rongxing Lu

However, the strong defence ability and high learning accuracy of these schemes cannot be ensured at the same time, which will impede the wide application of FL in practice (especially for medical or financial institutions that require both high accuracy and strong privacy guarantee).

Federated Learning

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