23 citations · 24 across the 3 of their papers we have counts for
3 papers
cs.AI2026
Assessing Distribution Shift in Human Activity Recognition for Domain Generalization
Rebecca Adaimi, Edison Thomaz
While the field of Human Activity Recognition (HAR) continues to draw interest from researchers and advance in important ways, some key challenges remain. One of the most difficult…
cs.SD2022★ 1 cited
Automated detection of foreground speech with wearable sensing in everyday home environments: A transfer learning approach
Dawei Liang, Zifan Xu, Yinuo Chen +3
Acoustic sensing has proved effective as a foundation for numerous applications in health and human behavior analysis. In this work, we focus on the problem of detecting in-person…
cs.LG2022★ 23 cited
Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks
Rebecca Adaimi, Edison Thomaz
Continual learning, also known as lifelong learning, is an emerging research topic that has been attracting increasing interest in the field of machine learning. With human activit…