Research Interests

• Vector Font Generation
• Reservoir Computing for Control Applications

Education

Years	Institution
Apr. 2025–Present	Nagoya Institute of Technology Graduate School of Engineering, Program of Computational Intelligence G. Tanaka Laboratory
Apr. 2021–Mar. 2025	Nagoya Institute of Technology Faculty of Engineering, Department of Computer Science
Apr. 2015–Mar. 2021	Taki Junior & Senior High School

• 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.
  • Available at: Nagoya Institute of Technology
• Completed 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.
  • Available at: Nagoya Institute of Technology, Program Overview

Publications

International Conferences

1. 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

1. T. Fujioka, G. Tanaka
   ベジェ曲線の積分に基づく損失関数を用いたベクターフォントの再構成 (in Japanese)
   The 29th Meeting on Image Recognition and Understanding (MIRU2026), Poster, Session IS3-084, August 6, 2026

2. T. Fujioka, G. Tanaka
   Latent Space Interpolation of Vector Fonts with a Transformer VAE Using Patch Embedding (in Japanese)
   The Institute of Electronics, Information and Communication Engineers (IEICE) General Conference, Oral Presentation, March 12, 2026

3. 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 (IBIS), Poster, November 13, 2025

4. T. Fujioka, G. Tanaka
   Transformer-Based Vector Font Classification with Patch Embedding (in Japanese)
   The 39th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI), Poster, Session 3Win5-25, May 29, 2025

5. 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

1. FUJIOKA Takumu
   Water Computer
   Tsukuba Science Edge 2019, Poster Presentation, March 22, 2019
   Available at: Report

2. FUJIOKA Takumu
   Water Computer
   Kyoto Sangyo University Masukawa Juku 11th Symposium, Poster Presentation, December 9, 2018

Awards

1. Deneikai Award
   Deneikai (Nagoya Institute of Technology Electrical Engineering Alumni Association), Mar. 26, 2025
   Available at: Official Site