"FVW: Finding Valuable Weight on Deep Neural Network for Model Pruning" by Zhiyu Zhu, Huaming Chen et al.
The rapid development of deep learning has demonstrated its potential for deployment in many intelligent service systems. However, some issues such as optimisation (e.g., how to reduce the deployment resources costs and further improve the detection speed), especially in scenarios where limited resources are available, remain challenging to address. In this paper, we aim to delve into the principles of deep neural networks, focusing on the importance of network neurons. The goal is to identify t...
Source: uow.edu.au