CV

Education

• Master Degree in the SMILAB lab, Keio University, Tokyo, Japan, 2023-2025
  • Advisor: Prof. Komei Sugiura
• Engineering Degree, Ecole Centrale de Nantes, Nantes, France, 2021-2025
  • Specialization: Artificial Intelligence
  • GPA: 3.7 (Year 1), 3.83 (Year 2)
• ‘Classes préparatoires’, Lycée Gustave Eiffel, Bordeaux, France, 2019-2021
  • A 2-Year intensive program preparing for the national competitive exams for entry to French schools of engineering.

Work experience

• April 2023 - September 2023 : Machine Learning Intern
  • R&D department at Aubay
  • Developed a web application for automatic meeting summarization using Python, Flask, and BERT models.
  • Deployed the application on AWS with Docker.
  • Collaborated with 6 team members using Agile methodology.
  • Presented our work in front of 200 company’s employees

Skills

• Languages
  • French : Native
  • English : Fluent
  • Japanese : Intermediate
  • Spanish : Notions
• Deep Learning with Pytorch or Jax
  • eXplainable AI
  • NLP
  • Robotics
  • Reinforcement Learning
  • Image Recognition
• Other
  • Unity
  • SQL
  • C++
  • LaTeX
  • Git/GitHub

Publications

Layer-Wise Relevance Propagation with Conservation Property for ResNet

Otsuki, Seitaro, Tsumugi Iida, Félix Doublet, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, and Komei Sugiura. "Layer-Wise Relevance Propagation with Conservation Property for ResNet." In European Conference on Computer Vision, pp. 349-364. Springer, Cham, 2025.

C3-LRP: Visual Explanation Generation based on Layer-Wise Relevance Propagation for ResNet

Félix DOUBLET, Seitaro OTSUKI, Iida TSUMUGI, and Komei SUGIURA. "C3-LRP: Visual Explanation Generation based on Layer-Wise Relevance Propagation for ResNet." 人工知能学会全国大会論文集, vol. JSAI2024, pp. 4Q1IS2c03-4Q1IS2c03, 2024.

Talks

Presentation at JSAI24 of my paper C3-LRP: Visual Explanation Generation based on Layer-Wise Relevance Propagation for ResNet

April 24, 2024

Talk at JSAI24, Hamamatsu, Japan

My hobbies

• I played tennis competitively for 12 years and still play from time to time
• Avid anime enthusiast with over 100 titles watched
• I was the treasurer of the journal club at Centrale Nantes