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cs.LG2025
Improving Out-of-distribution Human Activity Recognition via IMU-Video Cross-modal Representation Learning
Seyyed Saeid Cheshmi, Buyao Lyu, Thomas Lisko +3
Human Activity Recognition (HAR) based on wearable inertial sensors plays a critical role in remote health monitoring. In patients with movement disorders, the ability to detect ab…
eess.SP2025
EEG Foundation Models: A Critical Review of Current Progress and Future Directions
Gayal Kuruppu, Neeraj Wagh, Vaclav Kremen +3
Premise. Patterns of electrical brain activity recorded via electroencephalography (EEG) offer immense value for scientific and clinical investigations. The inability of supervised…