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組織: 開放式人工智慧病理小組

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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 1538 Downloads 5
    Abstract 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 2120 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 3255 Downloads 4
    Description 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 1205 Downloads 4
    1.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 1623 Downloads 0
    Method 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 1348 Downloads 0
    Description TODO: Description of the dataset Release Note v1.X.X, YYYY/MM/DD, XXXXXX Ethics TODO: Ethics information if any Citation TODO: Citation information...

  • Applicaiton Required [示範]需申請審核資料集

    Update frequency Irregular Page view 1240 Downloads 5
    示範需申請審核資料集

  • Need authorization agreement [示範]需同意授權資料集

    Update frequency Irregular Page view 1630 Downloads 2
    示範須同意授權資料集

  • [示範]開放資料集

    Update frequency Irregular Page view 2840 Downloads 843

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