FedDP: Privacy-preserving method based on federated learning for histopathology image segmentationby Liangrui Pan, Mao Huang,…
Subword Embedding from Bytes Gains Privacy without Sacrificing Accuracy and Complexityby Mengjiao Zhang, Jia XuFirst…
Geographical Node Clustering and Grouping to Guarantee Data IIDness in Federated Learningby Minkwon Lee, Hyoil…
FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devicesby Zhidong Gao, Yu Zhang,…
FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalizationby Yuan Liu, Shu Wang, Zhe Qu,…
DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanismby Xiaoyan Yu, Yifan Wei, Pu…
A Survey for Large Language Models in Biomedicineby Chong Wang, Mengyao Li, Junjun He, Zhongruo…
Meta-Learning for Federated Face Recognition in Imbalanced Data Regimesby Arwin Gansekoele, Emiel Hess, Sandjai BhulaiFirst…
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injectionby Jiaqi Wang, Xiaochen…
Personalizing Federated Instrument Segmentation with Visual Trait Priors in Robotic Surgeryby Jialang Xu, Jiacheng Wang,…