艰苦地移动 发表于 2025-3-28 15:03:53
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Towards More Efficient Data Valuation in Healthcare Federated Learning Using Ensemblings values that are close to exact SVs, and that it performs better than current SV approximations. This is particularly relevant in medical imaging setting where widespread heterogeneity across institutions is rampant and fast accurate data valuation is required to determine the contribution of eachABIDE 发表于 2025-3-28 23:11:50
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Conference proceedings 2022 publication. The topics of the accepted submissions focus on deep ultrasound segmentation, portable OCT image quality enhancement, self-attention deep networks and knowledge distillation in low-regime setting..有机体 发表于 2025-3-29 17:57:51
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The Social Practice of Informationthe participants’ models. We compare the clustering approach with classical FedAvg and centralized training by evaluating our proposed methods on the HAM10k dataset for skin lesion classification with extreme heterogeneous data distribution. Our experiments demonstrate significant performance gain iInstrumental 发表于 2025-3-30 08:07:31
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