DSConv: efficient convolution operator

Quantization is a popular way of increasing the speed and lowering the memory usage of Convolution Neural Networks (CNNs). When labelled training data is available, network weights and activations have successfully been quantized down to 1-bit. The same cannot be said about the scenario when labelle...

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Bibliographic Details
Main Authors: Gennari do Nascimento, M, Prisacariu, V, Fawcett, R
Format: Conference item
Language:English
Published: Institute of Electrical and Electronics Engineers 2019