Speeding up convolutional neural networks with low rank expansions

The focus of this paper is speeding up the application of convolutional neural networks. While delivering impressive results across a range of computer vision and machine learning tasks, these networks are computationally demanding, limiting their deployability. Convolutional layers generally consum...

Полное описание

Библиографические подробности
Главные авторы: Jaderberg, M, Vedaldi, A, Zisserman, A
Формат: Conference item
Опубликовано: BMVA Press 2014