Atsushi Yaguchi

According to our database, Atsushi Yaguchi authored at least 8 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories.

Shuhei Nitta, Taiji Suzuki, Albert Rodríguez Mulet, Atsushi Yaguchi, Ryusuke Hirai

Proceedings of the International Conference on Machine Learning and Applications, 2023

2021

Decomposable-Net: Scalable Low-Rank Compression for Neural Networks.

Atsushi Yaguchi, Taiji Suzuki, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2019

Scalable Deep Neural Networks via Low-Rank Matrix Factorization.

Atsushi Yaguchi, Taiji Suzuki, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa

CoRR, 2019

3D fully convolutional network-based segmentation of lung nodules in CT images with a clinically inspired data synthesis method.

Atsushi Yaguchi, Kota Aoyagi, Akiyuki Tanizawa, Yoshiharu Ohno

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

2018

Adam Induces Implicit Weight Sparsity in Rectifier Neural Networks.

Atsushi Yaguchi, Taiji Suzuki, Wataru Asano, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2015

Semi-automated segmentation of solid and GGO nodules in lung CT images using vessel-likelihood derived from local foreground structure.

Atsushi Yaguchi, Tomoya Okazaki, Tomoyuki Takeguchi, Sumiaki Matsumoto, Yoshiharu Ohno, Kota Aoyagi, Hitoshi Yamagata

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2011

Image Quality Enhancement for Single-Image Super Resolution Based on Local Similarities and Support Vector Regression.

Atsushi Yaguchi, Tadaaki Hosaka, Takayuki Hamamoto

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011

Cancer detection from biopsy images using probabilistic and discriminative features.

Atsushi Yaguchi, Takumi Kobayashi, Kenji Watanabe, Kenji Iwata, Tadaaki Hosaka, Nobuyuki Otsu

Proceedings of the 18th IEEE International Conference on Image Processing, 2011