Discrete Wavelet Transform Meets Transformer: Unleashing the Full Potential of the Transformer for Visual Recognition

Traditionally, the success of the Transformer has been attributed to its token mixer, particularly the self-attention mechanism. However, recent studies suggest that replacing such attention-based token mixer with alternative techniques can yield comparable results in various vision tasks. This high...

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Bibliographic Details
Published in:IEEE Access
Main Authors: Dongwook Yang, Seung-Woo Seo
Format: Article
Language:English
Published: IEEE 2023-01-01
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10254205/