most citedLearning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification

5 citations · 5 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2020★ 5 cited

Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification

Huanrui Yang, Minxue Tang, Wei Wen +5

Modern deep neural networks (DNNs) often require high memory consumption and large computational loads. In order to deploy DNN algorithms efficiently on edge or mobile devices, a s…