Class activation maps from an ensemble of weak-label ResNet classifiers localize appliance activations in smart-meter series using only appliance possession labels.
The uk-dale dataset, domestic appliance- level electricity demand and whole-house demand from five uk homes,
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Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series
Class activation maps from an ensemble of weak-label ResNet classifiers localize appliance activations in smart-meter series using only appliance possession labels.