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Applicaiton Required H11-M26_基於用戶回饋資訊之分散式動態訓練策略
Update frequency Irregular Page view 1511 Downloads 5Abstract Federated learning provides a decentralized learning without data exchange. Among them, the Federated Average (FedAVG) framework is the most likely to be implemented in... -
Applicaiton Required H11-M03_強韌型(Robust)學習模型
Update frequency Irregular Page view 2077 Downloads 3基於DISCO: https://arxiv.org/abs/2212.05630 的抗數位梯度攻擊影像資料模型，利用逆向Project Gradient Descent (PGD)資料 & PGD攻擊資料訓練DISCO模型，使得模型純化能力提升，提升下游模型強韌性。 資料集: CIFAR-10, CIFAR-100:... -
Applicaiton Required H11-D01_幽門部位內視鏡影像病理資料
Update frequency Irregular Page view 3198 Downloads 4Description 此資料集適用於半監督式深度學習方法，目的在部分標註資料情況下，學習一個可靠的AI模型，降低人工標註之成本。 Acknowledgements This work was supported in part by the National Science and Technology Council, Taiwan under... -
Applicaiton Required H11-D04_肝病患者肝臟病理影像資料
Update frequency Irregular Page view 1167 Downloads 41.NAFLD(非酒精性脂肪肝病)患者肝臟切片掃描資料 2.慢性B肝患者肝臟切片掃描資料 -
Applicaiton Required H11-MXX_MODEL NAME
Update frequency Irregular Page view 1597 Downloads 0Method TODO: Description of the method Usage TODO: model usage Release Note v1.X.X, YYYY/MM/DD, XXXXXX Citation TODO: Citation information Acknowledgements This work was... -
Applicaiton Required H11-DXX_DATASET NAME
Update frequency Irregular Page view 1265 Downloads 0Description TODO: Description of the dataset Release Note v1.X.X, YYYY/MM/DD, XXXXXX Ethics TODO: Ethics information if any Citation TODO: Citation information... -
Need authorization agreement [示範]需同意授權資料集
Update frequency Irregular Page view 1601 Downloads 2示範須同意授權資料集