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Updated: Aug 11, 2026

A Gaze-Contingent Display Framework for Perceptual Learning Research with Simulated Central Vision Loss
07:12

A Gaze-Contingent Display Framework for Perceptual Learning Research with Simulated Central Vision Loss

Published on: April 11, 2025

通过类原型相似性蒸和自适应面具来解决联合学习中的客户端漂移问题

Yunlu Yan, Chun-Mei Feng, Mang Ye

    IEEE transactions on cybernetics
    |November 25, 2025
    PubMed
    概括

    联合学习 (FL) 性能因非IID数据导致客户端漂移而下降. 我们的FedCSD算法使用类原型相似性蒸来对齐模型,在非IID设置中显著提高FL性能.

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