21 citations · 30 across the 3 of their papers we have counts for
3 papers
cs.CV2018★ 9 cited
DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification
Xianghong Fang, Haoli Bai, Ziyi Guo +3
The accuracy of deep learning (e.g., convolutional neural networks) for an image classification task critically relies on the amount of labeled training data. Aiming to solve an im…
cs.CV2014
Image Tag Completion by Low-rank Factorization with Dual Reconstruction Structure Preserved
Xue Li, Yu-Jin Zhang, Bin Shen +1
A novel tag completion algorithm is proposed in this paper, which is designed with the following features: 1) Low-rank and error s-parsity: the incomplete initial tagging matrix D…
cs.LG2012★ 21 cited
Robust Nonnegative Matrix Factorization via Norm Regularization
Bin Shen, Luo Si, Rongrong Ji +1
Nonnegative Matrix Factorization (NMF) is a widely used technique in many applications such as face recognition, motion segmentation, etc. It approximates the nonnegative data in a…