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Unsupervised Human Activity Representation Learning with Multi-task Deep ClusteringUbiComp 20212021-09-21
An end-to-end pipeline compresses raw wearable sensor windows with a CNN-BiLSTM autoencoder, assigns K-means pseudo-labeling on the latent space, and trains a…
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TouchID: User Authentication on Mobile Devices via Inertial-Touch Gesture AnalysisUbiComp 20212021-09-21
Combines on-screen touch data and phone inertial sensors to authenticate users by analyzing how a graphic unlock pattern is performed, implemented on…
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DropMonitor: Millimeter-level Sensing for RFID-based Infusion Drip Rate MonitoringUbiComp 20212021-09-21
A prototype system uses a pair of batteryless RFID tags attached to a drip chamber plus an Impinj reader and Laird antenna to sense millimeter-scale…
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