most citedXNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

279 citations

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cs.CV2016★ 279 cited

XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks

Mohammad Rastegari, Vicente Ordonez, Joseph Redmon +1

We propose two efficient approximations to standard convolutional neural networks: Binary-Weight-Networks and XNOR-Networks. In Binary-Weight-Networks, the filters are approximated…