45 citations · 75 across the 10 of their papers we have counts for
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cs.LG2019★ 45 cited
Reweighted Proximal Pruning for Large-Scale Language Representation
Fu-Ming Guo, Sijia Liu, Finlay S. Mungall +2
Recently, pre-trained language representation flourishes as the mainstay of the natural language understanding community, e.g., BERT. These pre-trained language representations can…
cs.LG2019★ 24 cited
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices
Xiaolong Ma, Fu-Ming Guo, Wei Niu +5
Model compression techniques on Deep Neural Network (DNN) have been widely acknowledged as an effective way to achieve acceleration on a variety of platforms, and DNN weight prunin…