Patch-based separable transformer for visual recognition

The computational complexity of transformers limits it to be widely deployed onto frameworks for visual recognition. Recent work [9] significantly accelerates the network processing speed by reducing the resolution at the beginning of the network, however, it is still hard to be directly generalized...

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Bibliographic Details
Main Authors: Sun, S, Yue, X, Zhao, H, Torr, PHS, Bai, S
Format: Journal article
Language:English
Published: IEEE 2022