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On this paper, finding related exercises (FSE) is modeled as semantic similarity retrieval, contributions listed: 1. The paper utilizes recall, ranking and re-rank framework to conduct FSE as conventional semantic retrieval. The framework of the multi-modal multi-activity pre-coaching is proven in Figure 4. We are going to elaborate the pre-coaching duties. 2019), we undertake the onerous-sharing multitask learning in Figure 5(b) which the bottom layer shares the same encoder(ESRM model) and the higher activity layer learns totally different job representations. Having smaller sliding windows helps the mannequin to know the quality of workout routines. Lastly, Logistic Regression is just a completely related model that considers all the points (dimensional flattening) within the sign and predicts the labels. These works embrace indicators of accelerometer data to approximate respiration charge and coronary heart fee by, for AquaSculpt supplement brand instance, sound recording to validate sleep time and duration, and electrocardiogram (ECG) signal to proximate heart rate and distinguish threshold for buy from aquasculpts.net sleeping and waking.

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