Search Results for author: Maiko Lie

Found 2 papers, 2 papers with code

Stage-Wise Neural Architecture Search

2 code implementations23 Apr 2020 Artur Jordao, Fernando Akio, Maiko Lie, William Robson Schwartz

Motivated by this, we propose a NAS approach to efficiently design accurate and low-cost convolutional architectures and demonstrate that an efficient strategy for designing these architectures is to learn the depth stage-by-stage.

Neural Architecture Search

Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method

2 code implementations5 Oct 2019 Artur Jordao, Maiko Lie, Victor Hugo Cunha de Melo, William Robson Schwartz

Dimensionality reduction plays an important role in computer vision problems since it reduces computational cost and is often capable of yielding more discriminative data representation.

Computational Efficiency Dimensionality Reduction +4

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