74 citations · 200 across the 17 of their papers we have counts for
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cs.LG2023
BOMP-NAS: Bayesian Optimization Mixed Precision NAS
David van Son, Floran de Putter, Sebastian Vogel +1
Bayesian Optimization Mixed-Precision Neural Architecture Search (BOMP-NAS) is an approach to quantization-aware neural architecture search (QA-NAS) that leverages both Bayesian op…
cs.LG2022★ 4 cited
How to train accurate BNNs for embedded systems?
Floran de Putter, Henk Corporaal
A key enabler of deploying convolutional neural networks on resource-constrained embedded systems is the binary neural network (BNN). BNNs save on memory and simplify computation b…