18 citations · 20 across the 3 of their papers we have counts for
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cs.LG2018
Rank Selection of CP-decomposed Convolutional Layers with Variational Bayesian Matrix Factorization
Marcella Astrid, Seung-Ik Lee, Beom-Su Seo
Convolutional Neural Networks (CNNs) is one of successful method in many areas such as image classification tasks. However, the amount of memory and computational cost needed for C…
cs.LG2017★ 2 cited
CP-decomposition with Tensor Power Method for Convolutional Neural Networks Compression
Marcella Astrid, Seung-Ik Lee
Convolutional Neural Networks (CNNs) has shown a great success in many areas including complex image classification tasks. However, they need a lot of memory and computational cost…