Francisco M. Calatrava-Nicolás

Siamese masked reconstruction with temporal rotation consistency for inertial-based human activity recognition

A Siamese masked convolutional autoencoder that learns by reconstructing masked inputs while aligning representations of original signals and its rotated version, further regularized by a temporal consistency loss that enforces agreement between the temporal structure of original and rotated representations within each...