most citedRobust Tiny Object Detection in Aerial Images amidst Label Noise

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cs.LG2026

RefProtoFL: Communication-Efficient Federated Learning via External-Referenced Prototype Alignment

Hongyue Wu, Hangyu Li, Guodong Fan +3

Federated learning (FL) enables collaborative model training without sharing raw data in edge environments, but is constrained by limited communication bandwidth and heterogeneous…