most citedA Generalized Zero-Shot Quantization of Deep Convolutional Neural Networks via Learned Weights Statistics

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cs.CV2021★ 9 cited

A Generalized Zero-Shot Quantization of Deep Convolutional Neural Networks via Learned Weights Statistics

Prasen Kumar Sharma, Arun Abraham, Vikram Nelvoy Rajendiran

Quantizing the floating-point weights and activations of deep convolutional neural networks to fixed-point representation yields reduced memory footprints and inference time. Recen…