48 citations · 80 across the 2 of their papers we have counts for
2 papers
cs.LG2016★ 32 cited
Doubly Convolutional Neural Networks
Shuangfei Zhai, Yu Cheng, Weining Lu +1
Building large models with parameter sharing accounts for most of the success of deep convolutional neural networks (CNNs). In this paper, we propose doubly convolutional neural ne…
cs.CV2015★ 48 cited
An exploration of parameter redundancy in deep networks with circulant projections
Yu Cheng, Felix X. Yu, Rogerio S. Feris +3
We explore the redundancy of parameters in deep neural networks by replacing the conventional linear projection in fully-connected layers with the circulant projection. The circula…