8 citations · 19 across the 8 of their papers we have counts for
8 papers
Representation as a Bottleneck for Mechanistic Interpretability: The Manifestation Unit Protocol
Hussein Chouman, Wataru Sasaki, Tomokazu Matsui +2
Mechanistic interpretability has produced a rich inventory of component-level analyses that characterise what neural-network components encode and how they interact. Their outputs,…
Merging Continual Pretraining Models for Domain-Specialized LLMs: A Case Study in Finance
Kentaro Ueda, François Portet, Hirohiko Suwa +1
While LLMs excel at general tasks, they struggle in specialized domains like finance, requiring diverse skills in domain knowledge, mathematical reasoning, and multilingual process…
Enabling Vibration-Based Gesture Recognition on Everyday Furniture via Energy-Efficient FPGA Implementation of 1D Convolutional Networks
Koki Shibata, Tianheng Ling, Chao Qian +4
The growing demand for smart home interfaces has increased interest in non-intrusive sensing methods like vibration-based gesture recognition. While prior studies demonstrated feas…
Evacuation Shelter Scheduling Problem
Hitoshi Shimizu, Hirohiko Suwa, Tomoharu Iwata +3
Evacuation shelters, which are urgently required during natural disasters, are designed to minimize the burden of evacuation on human survivors. However, the larger the scale of th…
Task allocation interface design and personalization in gamified participatory sensing for tourism
Shogo Kawanaka, Juliana Miehle, Yuki Matsuda +3
The collection of spatiotemporal tourism information is important in smart tourism and user-generated contents are perceived as reliable information. Participatory sensing is a use…
ParmoSense: A Scenario-based Participatory Mobile Urban Sensing Platform with User Motivation Engine
Yuki Matsuda, Shogo Kawanaka, Hirohiko Suwa +2
Rapid proliferation of mobile devices with various sensors have enabled Participatory Mobile Sensing (PMS). Several PMS platforms provide multiple functions for various sensing pur…
Timeliness-aware On-site Planning Method for Tour Navigation
S. Isoda, M. Hidaka, Y. Matsuda +2
In recent years, there has been a growing interest in travel applications that provide on-site personalized tourist spot recommendations. While generally helpful, most available op…
EHAAS: Energy Harvesters As A Sensor for Place Recognition on Wearables
Yoshinori Umetsu, Yugo Nakamura, Yutaka Arakawa +2
A wearable based long-term lifelogging system is desirable for the purpose of reviewing and improving users' lifestyle habits. Energy harvesting (EH) is a promising means for reali…