461 citations · 797 across the 13 of their papers we have counts for
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cs.CV2017★ 54 cited
Automated Pruning for Deep Neural Network Compression
Franco Manessi, Alessandro Rozza, Simone Bianco +2
In this work we present a method to improve the pruning step of the current state-of-the-art methodology to compress neural networks. The novelty of the proposed pruning technique…
cs.LG2017★ 461 cited
Dynamic Graph Convolutional Networks
Franco Manessi, Alessandro Rozza, Mario Manzo
Many different classification tasks need to manage structured data, which are usually modeled as graphs. Moreover, these graphs can be dynamic, meaning that the vertices/edges of e…