55 citations · 79 across the 12 of their papers we have counts for
13 papers
A novel image tag completion method based on convolutional neural network
Yanyan Geng, Guohui Zhang, Weizhi Li +7
In the problems of image retrieval and annotation, complete textual tag lists of images play critical roles. However, in real-world applications, the image tags are usually incompl…
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…
Optimizing Top Precision Performance Measure of Content-Based Image Retrieval by Learning Similarity Function
Ru-Ze Liang, Lihui Shi, Haoxiang Wang +4
In this paper we study the problem of content-based image retrieval. In this problem, the most popular performance measure is the top precision measure, and the most important comp…
Regularized maximum correntropy machine
Jim Jing-Yan Wang, Yunji Wang, Bing-Yi Jing +1
In this paper we investigate the usage of regularized correntropy framework for learning of classifiers from noisy labels. The class label predictors learned by minimizing transiti…
Multi-view learning for multivariate performance measures optimization
Jim Jing-Yan Wang
In this paper, we propose the problem of optimizing multivariate performance measures from multi-view data, and an effective method to solve it. This problem has two features: the…
Learning manifold to regularize nonnegative matrix factorization
Jim Jing-Yan Wang, Xin Gao
Inthischapterwediscusshowtolearnanoptimalmanifoldpresentationto regularize nonegative matrix factorization (NMF) for data representation problems. NMF,whichtriestorepresentanonnega…