Automatic DenseNet Sparsification

As a classic and well-performed deep convolutional neural network, DenseNet links every layer to each of its preceding layers via skip connections. However, the dense connectivity of the links leads to much redundance, consuming lots of computational resources. In this paper, to automatically prune...

Full description

Bibliographic Details
Main Authors: Tao Li, Wencong Jiao, Li-Na Wang, Guoqiang Zhong
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9050458/