

# Event Details

- **Event Name**: Dual IAS Seminar - Associate Prof. Sumiko Miyata & Prof. Takamichi Miyata
- **Event Start and End Date**: Tue, 16 Jun, 2026 at 12:00 pm – Tue, 16 Jun, 2026 at 01:00 pm (+01:00)
- **Event Description**: Externally Funded Fellows Associate Professor Sumiko Miyata &amp; Professor Takamichi Miyata each deliver a seminar on their research.About this EventExternally Funded Fellows Associate Professor Sumiko Miyata &amp; Professor Takamichi Miyata each deliver a seminar on their research -Associate Professor Sumiko Miyata - Incentive-Driven AI Networks for Future Road SafetyTo achieve fully autonomous driving, "cooperative perception" via V2X (Vehicle-to-Everything) is essential for eliminating blind spots and improving recognition accuracy. However, a major barrier to sustainable implementation lies in ensuring "fair incentives" for participants to share data and computational resources. This seminar introduces an AI-driven network framework designed to balance infrastructure efficiency with participant satisfaction. The presentation first covers a reward distribution mechanism based on the game theory concept of "Nucleolus" to minimize user dissatisfaction within the monitoring system and ensure long-term cooperation. Building on this foundation, the discussion addresses essential network mechanisms for "City as a Service," such as high-speed AI processing that optimizes task offloading between edge servers to minimize communication latency. By integrating incentive design with advanced communication control, it is possible to build a reliable social infrastructure that reduces accidents and optimizes urban mobility.Professor Takamichi Miyata - Multimodal AI that Understands Driver Behaviour without Training DataDistracted driving remains a critical safety concern, as even brief lapses in attention can lead to serious traffic collisions. Current supervised learning methods require large, labelled datasets and struggle to generalize, while vision-language model (VLM) based methods enable training-free recognition but tend to capture driver identity rather than actual behaviour. This seminar presents a novel framework that overcomes both limitations. The key innovation lies in decoupling identity-related information from behaviour-related cues, combined with refined textual representations to enhance zero-shot recognition robustness across diverse drivers and environments. By integrating decoupled multimodal representations with a lightweight model architecture, the proposed system achieves practical, scalable performance without relying on extensive labelled data. This approach offers a promising pathway toward reliable driver monitoring systems for real-world deployment.Arrivals from 11:45 am for a 12:00 noon start. For those joining in-person, lunch will be served after the seminar from 1:00pm.International House can be found here on the campus map.If these in-person tickets have sold out, you can still join online by registering for the Teams Webinar.
- **Event URL**: https://allevents.in/loughborough/dual-ias-seminar-associate-prof-sumiko-miyata-and-prof-takamichi-miyata/100001987602177618
- **Event Categories**: Workshops, Nonprofit, virtual
- **Interested Audience**: 
  - total_interested_count: 0

## Ticket Details

- **Ticket Price Range**: min: 0, max: 0, currency: GBP

## Event venue details

- **city**: Loughborough
- **state**: EN
- **country**: United Kingdom
- **location**: International House, Loughborough University
- **lat**: 52.7650253
- **long**: -1.2320904
- **full address**: International House, Loughborough University, Epinal Way, Loughborough, United Kingdom

## Event gallery

- **Alt text**: Dual IAS Seminar - Associate Prof. Sumiko Miyata &amp; Prof. Takamichi Miyata
  - **Image URL**: https://cdn-az.allevents.in/events6/banners/ec3583b12c1a46194d02389b0bb75686fa2583fa57854d42ad5d444f1de1a7b8-rimg-w960-h540-dc193148-gmir.jpg?v=1776340033

## FAQs

- **Q**: When and where is Dual IAS Seminar - Associate Prof. Sumiko Miyata & Prof. Takamichi Miyata being held?
  - **A:** Dual IAS Seminar - Associate Prof. Sumiko Miyata &amp; Prof. Takamichi Miyata takes place on Tue, 16 Jun, 2026 at 12:00 pm to Tue, 16 Jun, 2026 at 01:00 pm at International House, Loughborough University, Epinal Way, Loughborough, United Kingdom.
- **Q**: Who is organizing Dual IAS Seminar - Associate Prof. Sumiko Miyata & Prof. Takamichi Miyata?
  - **A:** Dual IAS Seminar - Associate Prof. Sumiko Miyata &amp; Prof. Takamichi Miyata is organized by Loughborough Institute of Advanced Studies.

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