110 citations · 110 across the 1 of their papers we have counts for
3 papers
cs.LG2019★ 110 cited
Truncated Cauchy Non-negative Matrix Factorization
Naiyang Guan, Tongliang Liu, Yangmuzi Zhang +2
Non-negative matrix factorization (NMF) minimizes the Euclidean distance between the data matrix and its low rank approximation, and it fails when applied to corrupted data because…
cs.CV2016
Generating Discriminative Object Proposals via Submodular Ranking
Yangmuzi Zhang, Zhuolin Jiang, Xi Chen +1
A multi-scale greedy-based object proposal generation approach is presented. Based on the multi-scale nature of objects in images, our approach is built on top of a hierarchical se…
cs.CV2016
Parameterizing Region Covariance: An Efficient Way To Apply Sparse Codes On Second Order Statistics
Xiyang Dai, Sameh Khamis, Yangmuzi Zhang +1
Sparse representations have been successfully applied to signal processing, computer vision and machine learning. Currently there is a trend to learn sparse models directly on stru…