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Updated: Sep 9, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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PRANCE: 適応的なViT推論のための共同トークン最適化と構造的チャネル剪定

Ye Li, Chen Tang, Yuan Meng

    IEEE transactions on pattern analysis and machine intelligence
    |September 2, 2025
    PubMed
    まとめ

    PRANCEは,サンプルごとにチャンネルとトークンを共同で最適化することで,ビジョントランスフォーマー (ViT) を加速します. このフレームワークは,精度を犠牲にすることなく,コンピューティングの複雑性とモデルのサイズを削減し,ViTの効率的な展開を可能にします.

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