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Updated: Jul 7, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

Published on: April 21, 2023

ATD:改进的变压器与适应性令牌字典用于图像恢复

Leheng Zhang, Wei Long, Yawei Li

    IEEE transactions on pattern analysis and machine intelligence
    |March 3, 2026
    PubMed
    概括

    我们介绍了自适应令牌字典 (ATD),这是一个用于图像恢复的新型变压器架构. ATD使线性复杂度高效的全球依赖性建模成为可能,在超分辨率和无声化方面取得了最先进的结果.

    相关概念视频

    The Ideal Transformer01:26

    The Ideal Transformer

    In single-phase two-winding transformers, two windings are coiled around a magnetic core characterized by cross-sectional area A and magnetic permeability μ. A phasor current i1 enters the left winding while i2 exits the right winding, establishing the fundamental working of the transformer through electromagnetic principles.
    Ampere's Law forms the basis of understanding the magnetic field within the transformer. It states that the integral of the magnetic field intensity's tangential component...