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(DCL)Dynamic Curriculum Learning for Imbalanced Data Classification
時間 2021-01-02
標籤
樣本不均衡
欄目
負載均衡
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Dynamic Curriculum Learning for Imbalanced Data Classification 動態課程學習用於樣本不均衡分類 對於數據不平衡,可以用重採樣和代價平衡(cost-sensitive),但它們需要先驗知識。爲了解決這一問題,本文提出DCL框架,用於每個batch中在線自適應調節採樣策略和損失學習,其泛化性能和判別能力更強。受CL啓發,DCL由兩級課程調度
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