490 citations · 1.5k across the 56 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.LG2015★ 3 cited
Banzhaf Random Forests
Jianyuan Sun, Guoqiang Zhong, Junyu Dong +1
Random forests are a type of ensemble method which makes predictions by combining the results of several independent trees. However, the theory of random forests has long been outp…
cs.CV2015★ 4 cited
A Deep Hashing Learning Network
Guoqiang Zhong, Pan Yang, Sijiang Wang +1
Hashing-based methods seek compact and efficient binary codes that preserve the neighborhood structure in the original data space. For most existing hashing methods, an image is fi…
cs.LG2015★ 17 cited
A PCA-Based Convolutional Network
Yanhai Gan, Jun Liu, Junyu Dong +1
In this paper, we propose a novel unsupervised deep learning model, called PCA-based Convolutional Network (PCN). The architecture of PCN is composed of several feature extraction…