Search Results for author: Takato Otsuzuki

Found 2 papers, 1 papers with code

Meta-learning of Pooling Layers for Character Recognition

1 code implementation17 Mar 2021 Takato Otsuzuki, Heon Song, Seiichi Uchida, Hideaki Hayashi

As part of our framework, a parameterized pooling layer is proposed in which the kernel shape and pooling operation are trainable using two parameters, thereby allowing flexible pooling of the input data.

Dimensionality Reduction Meta-Learning

Regularized Pooling

no code implementations6 May 2020 Takato Otsuzuki, Hideaki Hayashi, Yuchen Zheng, Seiichi Uchida

This means that max pooling is too flexible to compensate for actual deformations.

Dimensionality Reduction

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