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Thoughts on software, infrastructure, and building things.

March 6, 2026 human-activity-recognitionwearable-sensorsadversarial-learningdeep-learningIMUpaper-review

Closing the Generalization Gap: Adversarial Learning for User-Independent HAR

A technical review of a new adversarial learning framework for wearable sensor-based human activity recognition that embeds activity context into the discrimination task, achieving consistent improvements across three HAR benchmarks under leave-one-subject-out evaluation.

March 6, 2026 open-datadatasetswearable-sensingHARhealth-monitoring

Two New Datasets Worth Watching: VideoPulse and OpenMarcie

New open datasets for contactless neonatal vital signs and industrial activity recognition — what they offer and why they matter.

March 5, 2026 federated-learningpruningwearablespaper-review

CA-AFP: Can Federated Learning Work on Real Devices?

A unified framework that combines client clustering with adaptive model pruning for federated learning on resource-constrained devices. Evaluated on wearable sensor data with promising results.

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