46 citations · 73 across the 22 of their papers we have counts for
4 papers · 1 filter
Deep Octonion Networks
Jiasong Wu, Ling Xu, Youyong Kong +2
Deep learning is a research hot topic in the field of machine learning. Real-value neural networks (Real NNs), especially deep real networks (DRNs), have been widely used in many r…
Compressing complex convolutional neural network based on an improved deep compression algorithm
Jiasong Wu, Hongshan Ren, Youyong Kong +3
Although convolutional neural network (CNN) has made great progress, large redundant parameters restrict its deployment on embedded devices, especially mobile devices. The recent c…
Fractional spectral graph wavelets and their applications
Jiasong Wu, Fuzhi Wu, Qihan Yang +5
One of the key challenges in the area of signal processing on graphs is to design transforms and dictionaries methods to identify and exploit structure in signals on weighted graph…
Modulated binary cliquenet
Jinpeng Xia, Jiasong Wu, Youyong Kong +3
Although Convolutional Neural Networks (CNNs) achieve effectiveness in various computer vision tasks, the significant requirement of storage of such networks hinders the deployment…