758 citations · 906 across the 7 of their papers we have counts for
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cs.LG2021
Energy Disaggregation using Variational Autoencoders
Antoine Langevin, Marc-André Carbonneau, Mohamed Cheriet +1
Non-intrusive load monitoring (NILM) is a technique that uses a single sensor to measure the total power consumption of a building. Using an energy disaggregation method, the consu…
cs.LG2020★ 12 cited
Measuring Disentanglement: A Review of Metrics
Marc-André Carbonneau, Julian Zaidi, Jonathan Boilard +1
Learning to disentangle and represent factors of variation in data is an important problem in AI. While many advances have been made to learn these representations, it is still unc…