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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

  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
    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

  2. 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

  3. 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. 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

  2. Takumu Fujioka
    Water Computer (水コンピュータ)
    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: https://www.denei.jp/news/1746175684.html