Masked reconstruction based self-supervision for human activity recognition

Harish Haresamudram
Harish Haresamudram
Apoorva Beedu
Apoorva Beedu
Varun Agrawal
Varun Agrawal
Patrick L. Grady
Patrick L. Grady

UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers Virtual Event Mexico September, 2020, pp. 45-49, 2020.

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Abstract:

The ubiquitous availability of wearable sensing devices has rendered large scale collection of movement data a straightforward endeavor. Yet, annotation of these data remains a challenge and as such, publicly available datasets for human activity recognition (HAR) are typically limited in size as well as in variability, which constrains H...More

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