(January 14, 2026 16:45) IMI Colloquium in January 2026
We kindly ask all participants to register in advance for the IMI Colloquium, even if attending in person.
Please register using the form below. -> Registration Form
| Date & Time | Wednesday, 14 January 2026 16:45-17:45 |
| Place | IMI Auditorium (W1-D-413) and Live streaming with Zoom |
| Speaker | Yuya Nemoto / AI Powerhouse, Mizuho Research & Technologies, Ltd. |
| Title | Mathematical Thinking in AI Development: Insights from the Field |
| Abstract | Developing AI to solve clients’ business problems requires more than just programming; it demands strong mathematical thinking.At AI Powerhouse, when developing AI tailored to our clients’ business problems, we begin by designing the optimal algorithm and architecture from the ground up.At this stage, rather than immediately starting to code, we approach the problem from a mathematical perspective to explore the most effective solutions.In this talk, we introduce three case studies showcasing solutions we designed from the ground up and highlighting the mathematical thinking applied in each case: 1. Layout Suggestions for Flyer Design: Transforming layouts into feature vectors and introducing a distance metric. 2. Text Extraction AI for Document Review: Developing a novel training method based on the analogy between characters and matrices. 3. AI-powered Material Estimation from Construction Drawing: Building a hybrid system that combines AI with rule-based logic. |
| 💻 Participate via Zoom 💻 | ||
| https://us06web.zoom.us/j/81702087416?pwd=raD1vICkPPExrXtNBxqafLg5bkrDbi.1 | ||
| Meeting ID ： | 817 0208 7416 | *We recommend that participants install the Zoom app in advance. (Download-> https://zoom.us) |
| Passcode ： | 956312 | |
Guidelines for Participating in Zoom Meetings
・The account name should be “Full name” in case of the faculty members, or “Student ID number (Last name)” (e.g.：1SC○○○○○A (Last name) in case of students.
・Please understand the host will mute the audience’s sound and camera.
・When you have a question, please use the “Raise hand function” or the “Chat function”. Then, the host will unmute.
IMI Colloquium Organizers
IKEMATSU, Yasuhiko <ikematsu@imi.kyushu-u.ac.jp>
KURATA, Sumito <kurata@imi.kyushu-u.ac.jp>
TAGAMI, Daisuke <tagami@imi.kyushu-u.ac.jp>