41 citations · 55 across the 3 of their papers we have counts for
3 papers
cs.CV2016★ 3 cited
Stochastic Learning of Multi-Instance Dictionary for Earth Mover's Distance based Histogram Comparison
Jihong Fan, Ru-Ze Liang
Dictionary plays an important role in multi-instance data representation. It maps bags of instances to histograms. Earth mover's distance (EMD) is the most effective histogram dist…
cs.CV2016★ 41 cited
Learning convolutional neural network to maximize Pos@Top performance measure
Yanyan Geng, Ru-Ze Liang, Weizhi Li +4
In the machine learning problems, the performance measure is used to evaluate the machine learning models. Recently, the number positive data points ranked at the top positions (Po…
cs.LG2016★ 11 cited
A novel transfer learning method based on common space mapping and weighted domain matching
Ru-Ze Liang, Wei Xie, Weizhi Li +3
In this paper, we propose a novel learning framework for the problem of domain transfer learning. We map the data of two domains to one single common space, and learn a classifier…