754 citations · 3.2k across the 112 of their papers we have counts for
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cs.LG2023★ 1 cited
Efficient CNNs via Passive Filter Pruning
Arshdeep Singh, Mark D. Plumbley
Convolutional neural networks (CNNs) have shown state-of-the-art performance in various applications. However, CNNs are resource-hungry due to their requirement of high computation…
cs.LG2019★ 12 cited
Deep Learning Based Energy Disaggregation and On/Off Detection of Household Appliances
Jie Jiang, Qiuqiang Kong, Mark Plumbley +1
Energy disaggregation, a.k.a. Non-Intrusive Load Monitoring, aims to separate the energy consumption of individual appliances from the readings of a mains power meter measuring the…