Naoki Matsumura

According to our database, Naoki Matsumura authored at least 12 papers between 2018 and 2025.

Collaborative distances:

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

2025

Improving Neural Network-Based Material Simulations with Domain-Specific Data Filtering and Atom-Specific Training.

Meguru Yamazaki, Yuta Yoshimoto, Isshin Gosha, Taku Fujisawa, Tomoya Matsuda, Naoki Matsumura, Yuto Iwasaki, Atsuki Inoue, Tomohisa Yoshioka, Hiroshi Kawaguchi, Yasufumi Sakai

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Knowledge Distillation Framework for Accelerating High-Accuracy Neural Network-Based Molecular Dynamics Simulations.

Naoki Matsumura, Yuta Yoshimoto, Yuto Iwasaki, Meguru Yamazaki, Yasufumi Sakai

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Snuggling Robot at Different Positions Based on User's Facial Expressions.

Tomoko Yonezawa, Hikaru Matsuyama, Xin Wan, Naoki Matsumura

Proceedings of the Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, 2024

Active Learning for Graph Neural Networks Training in Catalyst Energy Prediction.

Yasufumi Sakai, Naoki Matsumura, Atsuki Inoue, Hiroshi Kawaguchi, Thang Dang, Atsushi Ishikawa, Árni Björn Höskuldsson, Egill Skúlason

Proceedings of the International Joint Conference on Neural Networks, 2024

Verification of Evaluation Model for Speech Proactiveness in Foreign Language Conversations.

Naoki Matsumura, Tomoko Yonezawa

Proceedings of the Social Computing and Social Media, 2024

2023

A novel structured sparse fully connected layer in convolutional neural networks.

Naoki Matsumura, Yasuaki Ito, Koji Nakano, Akihiko Kasagi, Tsuguchika Tabaru

Concurr. Comput. Pract. Exp., 2023

2021

Efficient implementations of Bloom filter using block RAMs and DSP slices on the FPGA.

Takuma Wada, Naoki Matsumura, Ryota Yasudo, Koji Nakano, Yasuaki Ito

Concurr. Comput. Pract. Exp., 2021

Tile art image generation using parallel greedy algorithm on the GPU and its approximation with machine learning.

Naoki Matsumura, Hiroki Tokura, Yuki Kuroda, Yasuaki Ito, Koji Nakano

Concurr. Comput. Pract. Exp., 2021

2020

Novel Unmanned Aerial Vehicle-Based Line-of-Sight MIMO Configuration Independent of Transmitted Distance Using Millimeter Wave.

Naoki Matsumura, Kentaro Nishimori, Ryotaro Taniguchi, Takefumi Hiraguri, Takashi Tomura, Jiro Hirokawa

IEEE Access, 2020

2019

Structured Sparse Fully-Connected Layers in the CNNs and Its GPU Acceleration.

Naoki Matsumura, Yasuaki Ito, Koji Nakano, Akihiko Kasagi, Tsuguchika Tabaru

Proceedings of the Seventh International Symposium on Computing and Networking Workshops, 2019

2018

Efficient Byte Stream Pattern Test using Bloom Filter with Rolling Hash Functions on the FPGA.

Takuma Wada, Naoki Matsumura, Koji Nakano, Yasuaki Ito

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

Tile Art Image Generation Using Conditional Generative Adversarial Networks.

Naoki Matsumura, Hiroki Tokura, Yuki Kuroda, Yasuaki Ito, Koji Nakano

Proceedings of the Sixth International Symposium on Computing and Networking, 2018