Training CNNs with Low-Rank Filters for Efficient Image Classification

Yani Ioannou, Duncan Robertson, Jamie Shotton +2

We propose a new method for creating computationally efficient convolutional neural networks (CNNs) by using low-rank representations of convolutional filters. Rather than approxim…