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…