4 citations
2 papers
cs.CV2015
Multilinear Map Layer: Prediction Regularization by Structural Constraint
Shuchang Zhou, Yuxin Wu
In this paper we propose and study a technique to impose structural constraints on the output of a neural network, which can reduce amount of computation and number of parameters b…
cs.NE2015★ 4 cited
Compression of Fully-Connected Layer in Neural Network by Kronecker Product
Shuchang Zhou, Jia-Nan Wu
In this paper we propose and study a technique to reduce the number of parameters and computation time in fully-connected layers of neural networks using Kronecker product, at a mi…