most citedMultiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis

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cs.LG2025

Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation

Yongle Li, Bo Liu, Sheng Huang +3

In federated learning, fine-tuning pre-trained foundation models poses significant challenges, particularly regarding high communication cost and suboptimal model performance due t…