About Me
Aiga SUZUKI is a researcher at the Taisei Advanced Center of Technology (Research institute), Taisei Corporation.
He received his Ph.D. degree in engineering from the University of Tsukuba, Japan.
He mainly works on applied research of machine learning, especially in the fields of computer vision, natural language processing and signal processing, for construction and civil engineering.
Research Interest
- Real world applications and Theoretical/Biological analysis of Deep neural networks
- Computer vision (Visual Texture Modeling, Anomaly Detection and Vector Graphic Recognition)
- Applied Mathematics for the theory of MLs (Connectionism of Mathematical Models with Category theory)
- AI-based applications of IoT systems, especially for sensor networks
Publications
Refer to my publications.
Awards
- Young Researcher Award (Structural and Construction Engineering Section), Architectural Institute of Japan, Dec., 2023.
- IPSJ Computer Science Research Award for Young Scientists, IPSJ, Jul., 2022.
- Best Presentation Award, 137th IPSJ Technical Committee on Mathematical Modeling and Problem Solving, Mar, 2022.
- Best Presentation Award, 120th IPSJ Technical Committee on Mathematical Modeling and Problem Solving, Oct, 2018.
- IPSJ Yamashita SIG Research Award, Information Processing Society of Japan, March, 2019.
- Certificate of Commendation, The 1st Test of JDLA Deep Learning for GENERAL 2017, July, 2018.
- Best Presentation Award, 117th IPSJ Technical Committee on Mathematical Modeling and Problem Solving, April, 2018.
- IEEE CISJ Young Researcher Award, March, 2018.
- Student Encouragement Prize *2(Academic results, Research activities), Oyama National College of Technology, March, 2015.
- Best Presenter Award / Governor’s Commendation Award, 11th Students & Companies Research Symposium, The Consortium of Universities in Tochigi, December, 2014.
Japanese
Education
University of Tsukuba (04/2019 ~ 03/2022)
Department of Intelligent Interaction Technologies
Degree: Ph.D.
Supervisor: Hidenori SAKANASHI
Thesis: “A Study of Knowledge Transfer from Mathematical Models into Neural Networks”
University of Tsukuba (04/2017 ~ 03/2019)
Department of Intelligent Interaction Technologies
Degree: Master of Engineering
Supervisor: Hidenori SAKANASHI
University of Electro-Communications (04/2015 ~ 03/2017)
Department of Informatics
Degree: Bachelor of Engineering
Supervisor: Hayaru SHOUNO
Oyama National College of Technology (04/2010 ~ 03/2015)
Department of Electric Control Engineering
Degree: Foundation degree of Engineering
Supervisor: Yosuke IIJIMA
Work Experiences
Taisei Corporation (03/2023 ~ present)
Research Scientist at Taisei Advanced Center of Technology (TAC.T)
National Institute of Advanced Science and Technology (AIST) (04/2022 ~ 03/2023)
Postdoctoral Research Fellow
Adacotech Inc. (08/2019 ~ 03/2023)
Parttime Researcher
Developing new ML algorithms to improve the existing products
SkillUp AI Inc. (10/2018 ~ 03/2023)
Lecturer
Lecturing the Advanced Machine Learning course, Deep Learning course and Mathematics course
National Institute of Advanced Science and Technology (AIST) (04/2017 ~ 03/2022)
Research Assistant
Adacotech Inc. (05/2015 ~ 03/2017)
Parttime R&D Engineer
Developing the Embedded/Computer applications mainly for Real-time surveillance systems
Affiliations
- Member of IEEE Computational Intelligence Society (IEEE-CIS)
- Member of Information Processing Society of Japan (IPSJ)
- Member of the Institute of Electronics, Information and Communication Engineers (IEICE)
- Member of Architectural Institute of Japan (AIJ)
- Member of the Japan Wood Research Society (JWRS)
- Member of Free Software Foundation (FSF)