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20152026
most citedNullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps

298 citations · 692 across the 17 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.CV2020★ 6 cited

Attention-based Image Upsampling

Souvik Kundu, Hesham Mostafa, Sharath Nittur Sridhar +1

Convolutional layers are an integral part of many deep neural network solutions in computer vision. Recent work shows that replacing the standard convolution operation with mechani…

cs.AI2020★ 4 cited

Permutohedral-GCN: Graph Convolutional Networks with Global Attention

Hesham Mostafa, Marcel Nassar

Graph convolutional networks (GCNs) update a node's feature vector by aggregating features from its neighbors in the graph. This ignores potentially useful contributions from dista…