34 citations · 43 across the 5 of their papers we have counts for
5 papers
A Phenomenological AI Foundation Model for Physical Signals
Jaime Lien, Laura I. Galindez Olascoaga, Hasan Dogan +4
The objective of this work is to develop an AI foundation model for physical signals that can generalize across diverse phenomena, domains, applications, and sensing apparatuses. W…
Soli-enabled Noncontact Heart Rate Detection for Sleep and Meditation Tracking
Luzhou Xu, Jaime Lien, Haiguang Li +17
Heart rate (HR) is a crucial physiological signal that can be used to monitor health and fitness. Traditional methods for measuring HR require wearable devices, which can be inconv…
Gated Compression Layers for Efficient Always-On Models
Haiguang Li, Trausti Thormundsson, Ivan Poupyrev +1
Mobile and embedded machine learning developers frequently have to compromise between two inferior on-device deployment strategies: sacrifice accuracy and aggressively shrink their…
Fields: Towards Socially Intelligent Spatial Computing
Leonardo Giusti, Lauren Bedal, Eiji Hayashi +4
In our everyday life, we intuitively use space to regulate our social interactions. When we want to talk to someone, we approach them; if someone joins the conversation, we adjust…
New interfaces for musical expression
Ivan Poupyrev, Michael J. Lyons, Sidney Fels +1
The rapid evolution of electronics, digital media, advanced materials, and other areas of technology, is opening up unprecedented opportunities for musical interface inventors and…