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03/24/2023
Pi-ViMo: Physiology-inspired Robust Vital Sign Monitoring using mmWave Radars
Continuous monitoring of human vital signs using non-contact mmWave rada...
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11/28/2022
Deep Learning-Driven Edge Video Analytics: A Survey
Video, as a key driver in the global explosion of digital information, c...
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10/16/2022
AttTrack: Online Deep Attention Transfer for Multi-object Tracking
Multi-object tracking (MOT) is a vital component of intelligent video an...
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03/21/2022
Individualizing Head-Related Transfer Functions for Binaural Acoustic Applications
A Head Related Transfer Function (HRTF) characterizes how a human ear re...
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02/21/2022
CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator
With the prevalence of wearable devices, inertial measurement unit (IMU)...
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09/05/2021
Efficient Action Recognition Using Confidence Distillation
Modern neural networks are powerful predictive models. However, when it ...
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07/22/2021
DeepScale: An Online Frame Size Adaptation Framework to Accelerate Visual Multi-object Tracking
In surveillance and search and rescue applications, it is important to p...
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12/14/2020
Invariant Feature Learning for Sensor-based Human Activity Recognition
Wearable sensor-based human activity recognition (HAR) has been a resear...
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07/03/2020
CacheNet: A Model Caching Framework for Deep Learning Inference on the Edge
The success of deep neural networks (DNN) in machine perception applicat...
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02/18/2020
Informative Path Planning for Mobile Sensing with Reinforcement Learning
Large-scale spatial data such as air quality, thermal conditions and loc...
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10/03/2019
SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction on the Edge
In IoT solutions, it is usually desirable to collect data from a large n...
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01/11/2019
A survey on acoustic sensing
The rise of Internet-of-Things (IoT) has brought many new sensing mechan...
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11/27/2018
Informative Path Planning for Location Fingerprint Collection
Fingerprint-based indoor localization methods are promising due to the h...
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09/07/2018