Chinese Journal of Liquid Crystals and Displays, Volume. 39, Issue 9, 1223(2024)

Hourglass attention and progressive hybrid Transformer for image classification

Yanfei PENG, Yun CUI*, Kun CHEN, and Yongxin LI
Author Affiliations
  • School of Electronic and Information Engineering,Liaoning Technical University,Huludao 125105,China
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    References(21)

    [4] DOSOVITSKIY A, BEYER L, KOLESNIKOV A et al. An image is worth 16×16 words: transformers for image recognition at scale[C](2021).

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    [13] MEHTA S, RASTEGARI M. MobileViT: light-weight, general-purpose, and mobile-friendly vision transformer[C](2022).

    [16] PAN Z Z, CAI J F, ZHUANG B H. Fast vision transformers with HiLo attention[C](2022).

    [17] LIU Y H, SANGINETO E, BI W et al. Efficient training of visual transformers with small datasets[C](2021).

    [18] ZHANG Q L, YANG Y B. ResT V2: simpler, faster and stronger[C](2022).

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    Yanfei PENG, Yun CUI, Kun CHEN, Yongxin LI. Hourglass attention and progressive hybrid Transformer for image classification[J]. Chinese Journal of Liquid Crystals and Displays, 2024, 39(9): 1223

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    Paper Information

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    Received: Oct. 25, 2023

    Accepted: --

    Published Online: Nov. 13, 2024

    The Author Email: Yun CUI (1727015916@qq.com)

    DOI:10.37188/CJLCD.2023-0338

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