Search Results for author: Shuichi Adachi

Found 2 papers, 0 papers with code

Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks

no code implementations19 Sep 2019 Sekitoshi Kanai, Yasutoshi Ida, Yasuhiro Fujiwara, Masanori Yamada, Shuichi Adachi

Furthermore, we reveal that robust CNNs with Absum are more robust against transferred attacks due to decreasing the common sensitivity and against high-frequency noise than standard regularization methods.

Adversarial Attack Adversarial Robustness

Sigsoftmax: Reanalysis of the Softmax Bottleneck

no code implementations NeurIPS 2018 Sekitoshi Kanai, Yasuhiro Fujiwara, Yuki Yamanaka, Shuichi Adachi

On the basis of this analysis, we propose sigsoftmax, which is composed of a multiplication of an exponential function and sigmoid function.

Language Modelling

Cannot find the paper you are looking for? You can Submit a new open access paper.