Fall Detection using Knowledge Distillation Based Long short-term memory for Offline Embedded and Low Power Devices

no code implementations • 24 Aug 2023 • Hannah Zhou, Allison Chen, Celine Buer, Emily Chen, Kayleen Tang, Lauryn Gong, Zhiqi Liu, Jianbin Tang

This paper presents a cost-effective, low-power approach to unintentional fall detection using knowledge distillation-based LSTM (Long Short-Term Memory) models to significantly improve accuracy.

Knowledge Distillation Time Series

Kernel methods for long term dose response curves

no code implementations • 13 Jan 2022 • Rahul Singh, Hannah Zhou

By embedding the distribution of the short term experimental data with kernels, we derive interpretable weights for extrapolating long term effects.

Causal Inference counterfactual +1