486 citations · 940 across the 23 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CV2016★ 72 cited
Online Feature Selection with Group Structure Analysis
Jing Wang, Meng Wang, Peipei Li +4
Online selection of dynamic features has attracted intensive interest in recent years. However, existing online feature selection methods evaluate features individually and ignore…
cs.CV2016★ 43 cited
Visual Processing by a Unified Schatten- Norm and Norm Regularized Principal Component Pursuit
Jing Wang, Meng Wang, Xuegang Hu +1
In this paper, we propose a non-convex formulation to recover the authentic structure from the corrupted real data. Typically, the specific structure is assumed to be low rank, whi…
cs.CV2016★ 2 cited
DisturbLabel: Regularizing CNN on the Loss Layer
Lingxi Xie, Jingdong Wang, Zhen Wei +2
During a long period of time we are combating over-fitting in the CNN training process with model regularization, including weight decay, model averaging, data augmentation, etc. I…