Search Results for author: Akiyuki Tanizawa

Found 3 papers, 1 papers with code

Scalable Deep Neural Networks via Low-Rank Matrix Factorization

no code implementations25 Sep 2019 Atsushi Yaguchi, Taiji Suzuki, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa

Compressing deep neural networks (DNNs) is important for real-world applications operating on resource-constrained devices.

Image Classification

Adam Induces Implicit Weight Sparsity in Rectifier Neural Networks

no code implementations19 Dec 2018 Atsushi Yaguchi, Taiji Suzuki, Wataru Asano, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa

In recent years, deep neural networks (DNNs) have been applied to various machine leaning tasks, including image recognition, speech recognition, and machine translation.

Machine Translation speech-recognition +2

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