VQ-FedDiff:クライアント固有のベクトル定量化条件付けによる拡散モデルの統合学習アルゴリズム

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Updated: Sep 10, 2025

Single-Molecule Tracking Microscopy - A Tool for Determining the Diffusive States of Cytosolic Molecules
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Single-Molecule Tracking Microscopy - A Tool for Determining the Diffusive States of Cytosolic Molecules

Published on: September 5, 2019

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Tehrim Yoon, Minyoung Hwang, Eunho Yang

    IEEE transactions on pattern analysis and machine intelligence
    |August 22, 2025
    PubMed
    まとめ

    この研究は,統合された学習環境で拡散モデルを訓練するための新しいアルゴリズムであるVQ-FedDiffを導入します. 機密で分散されたデータから 高品質のプライベートな画像生成を可能にします

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