Academics
Research Interests
- Deep Learning for Fonts and Vector Graphics
- Reservoir Computing for Control Applications
Education
| Years | Institution |
|---|---|
| 2025–Present | Nagoya Institute of Technology Graduate School of Engineering, Program of Computational Intelligence G. Tanaka Laboratory |
| 2021–2024 | Nagoya Institute of Technology Faculty of Engineering, Department of Computer Science |
- Completed the Mathematical Information Advanced Course within the Mathematics, Data Science, and AI Program “数理情報履修モデル アドバンストコース” at Nagoya Institute of Technology.
- Currently enrolled in the Graduate School Special Program “実世界産業におけるデータサイエンス実践能力強化プログラム” at Nagoya Institute of Technology.
Publications
International Conferences
- T. Fujioka, G. Tanaka
Transformer-Based Vector Font Classification Using Different Font Formats: TrueType versus PostScript
International Joint Conference on Neural Networks (IJCNN), Poster, July 5, 2025
National Conferences and Meetings
-
T. Fujioka, G. Tanaka
パッチ埋め込みを用いた Transformer によるベクターフォントの再構成 (in Japanese)
The 28th Information-Based Induction Sciences Workshop (第28回情報論的学習理論ワークショップ), Poster, November 13, 2025 -
T. Fujioka, G. Tanaka
パッチ埋め込みを用いたTransformerによるベクターフォントの分類 (in Japanese)
The 39th Annual Conference of the Japanese Society for Artificial Intelligence (第39回人工知能学会総合大会), Poster, Session 3Win5-25, May 29, 2025 -
T. Fujioka, G. Tanaka
Vector Font Generation with Transformer
2024 IRCN Retreat (Makuhari International Training Center), Poster, October 24, 2024
Research Activities in High School
-
Takumu Fujioka
Water Computer (水コンピュータ)
Tsukuba Science Edge 2019, Poster Presentation, March 22, 2019 Available at: https://www.jtbbwt.com/files/user/ScienceEdge/files/report/repo2019_jpn.pdf -
Takumu Fujioka
Water Computer (水コンピュータ)
Kyoto Sangyo University Masukawa Juku 11th Symposium, Poster Presentation, December 9, 2018
Awards
- Deneikai Award
Deneikai (Nagoya Institute of Technology Electrical Engineering Alumni Association), Mar. 26, 2025
Available at: https://www.denei.jp/news/1746175684.html