research
∙
07/07/2023
Exploring and Characterizing Large Language Models For Embedded System Development and Debugging
Large language models (LLMs) have shown remarkable abilities to generate...
share
research
∙
05/24/2023
Large Language Models are Few-Shot Health Learners
Large language models (LLMs) can capture rich representations of concept...
research
∙
03/21/2023
Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing
Machine learning models for camera-based physiological measurement can h...
research
∙
03/21/2023
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements
Understanding of human visual perception has historically inspired the d...
research
∙
03/18/2023
EarCough: Enabling Continuous Subject Cough Event Detection on Hearables
Cough monitoring can enable new individual pulmonary health applications...
research
∙
03/18/2023
Modeling the Trade-off of Privacy Preservation and Activity Recognition on Low-Resolution Images
A computer vision system using low-resolution image sensors can provide ...
research
∙
02/08/2023
MMPD: Multi-Domain Mobile Video Physiology Dataset
Remote photoplethysmography (rPPG) is an attractive method for noninvasi...
research
∙
12/11/2022
Wireless earbuds for low-cost hearing screening
We present the first wireless earbud hardware that can perform hearing s...
research
∙
11/04/2022
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
Recent research has demonstrated the capability of behavior signals capt...
research
∙
10/14/2022
MMTSA: Multimodal Temporal Segment Attention Network for Efficient Human Activity Recognition
Multimodal sensors (e.g., visual, non-visual, and wearable) provide comp...
research
∙
10/03/2022
Deep Physiological Sensing Toolbox
Camera physiological measurement is a fast growing field of computer vis...
research
∙
06/27/2022
ClearBuds: Wireless Binaural Earbuds for Learning-Based Speech Enhancement
We present ClearBuds, the first hardware and software system that utiliz...
research
∙
03/20/2022
FaceOri: Tracking Head Position and Orientation Using Ultrasonic Ranging on Earphones
Face orientation can often indicate users' intended interaction target. ...
research
∙
03/11/2022
Federated Remote Physiological Measurement with Imperfect Data
The growing need for technology that supports remote healthcare is being...
research
∙
01/23/2022
SpiroMask: Measuring Lung Function Using Consumer-Grade Masks
According to the World Health Organisation (WHO), 235 million people suf...
research
∙
01/11/2022
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing
Camera-based contactless photoplethysmography refers to a set of popular...
research
∙
10/26/2021
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection
Unpredictable ML model behavior on unseen data, especially in the health...
research
∙
10/26/2021
Camera-Based Physiological Sensing: Challenges and Future Directions
Numerous real-world applications have been driven by the recent algorith...
research
∙
10/09/2021
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
Camera-based physiological measurement is a growing field with neural mo...
research
∙
06/02/2021
Understanding the Design Space of Mouth Microgestures
As wearable devices move toward the face (i.e. smart earbuds, glasses), ...
research
∙
05/27/2021
Intuitive and Ubiquitous Fever Monitoring Using Smartphones and Smartwatches
Inside all smart devices, such as smartphones or smartwatches, there are...
research
∙
02/24/2021
Online Mobile App Usage as an Indicator of Sleep Behavior and Job Performance
Sleep is critical to human function, mediating factors like memory, mood...
research
∙
01/20/2021
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices
Super-resolution (SR) is a coveted image processing technique for mobile...
research
∙
11/09/2020
FUN! Fast, Universal, Non-Semantic Speech Embeddings
Learned speech representations can drastically improve performance on ta...
research
∙
10/05/2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement
There are large individual differences in physiological processes, makin...
research
∙
09/15/2020
Optical Gaze Tracking with Spatially-Sparse Single-Pixel Detectors
Gaze tracking is an essential component of next generation displays for ...
research
∙
07/31/2020
Safety, Security, and Privacy Threats Posed by Accelerating Trends in the Internet of Things
The Internet of Things (IoT) is already transforming industries, cities,...
research
∙
06/06/2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Telehealth and remote health monitoring have become increasingly importa...
research
∙
03/25/2019
Evolving Academia/Industry Relations in Computing Research: Interim Report
In 2015, the CCC co-sponsored an industry round table that produced the ...
research
∙
05/25/2018
