TT-MLP: Tensor Train Decomposition on Deep MLPs

Deep multilayer perceptrons (MLPs) have achieved promising performance on computer vision tasks. Deep MLPs consist solely of fully-connected layers as the conventional MLPs do but adopt more sophisticated network architectures based on mixer layers composed of token-mixing and channel-mixing compone...

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Bibliographic Details
Main Authors: Jiale Yan, Kota Ando, Jaehoon Yu, Masato Motomura
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10032168/