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Ignacio Perez-Pozuelo

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SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled DataUbiComp 20212021-09-21
Combines teacher-student self-training with multi-task self-supervision: train a teacher on labeled data, generate pseudo-labels on large unlabeled sensor…
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Making Sense of Sleep: Multimodal Sleep Stage Classification in a Large, Diverse Population ...UbiComp / ISWC 20202020-09-12
Study uses multimodal actigraphy and ECG from 1,743 participants to extract 370 activity statistics and HRV features per epoch, aligns RR intervals with…
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