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20192024
most citedAccelerating Deep Neural Networks via Semi-Structured Activation Sparsity

1 citations · 2 across the 4 of their papers we have counts for

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cs.LG2019

EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets

Matteo Grimaldi, Valentino Peluso, Andrea Calimera

The implementation of Deep Convolutional Neural Networks (ConvNets) on tiny end-nodes with limited non-volatile memory space calls for smart compression strategies capable of shrin…