Search Results for author: Yusuke Tsuzuku

Found 4 papers, 1 papers with code

On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions

no code implementations CVPR 2019 Yusuke Tsuzuku, Issei Sato

Data-agnostic quasi-imperceptible perturbations on inputs are known to degrade recognition accuracy of deep convolutional networks severely.

Variance-based Gradient Compression for Efficient Distributed Deep Learning

no code implementations ICLR 2018 Yusuke Tsuzuku, Hiroto Imachi, Takuya Akiba

We also analyze the efficiency using computation and communication cost models and provide the evidence that this method enables distributed deep learning for many scenarios with commodity environments.

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