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S-Swin Transformer: simplified Swin Transformer model for offline handwritten Chinese character recognition

The Transformer shows good prospects in computer vision. However, the Swin Transformer model has the disadvantage of a large number of parameters and high computational effort. To effectively solve these problems of the model, a simplified Swin Transformer (S-Swin Transformer) model was proposed in...

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Detalles Bibliográficos
Autores principales: Dan, Yongping, Zhu, Zongnan, Jin, Weishou, Li, Zhuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9575930/
https://www.ncbi.nlm.nih.gov/pubmed/36262120
http://dx.doi.org/10.7717/peerj-cs.1093