163 citations · 1.2k across the 128 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.CV2014★ 8 cited
Object-centric Sampling for Fine-grained Image Classification
Xiaoyu Wang, Tianbao Yang, Guobin Chen +1
This paper proposes to go beyond the state-of-the-art deep convolutional neural network (CNN) by incorporating the information from object detection, focusing on dealing with fine-…
cs.IT2014
A Simple Homotopy Proximal Mapping for Compressive Sensing
Tianbao Yang, Lijun Zhang, Rong Jin +2
In this paper, we present a novel yet simple homotopy proximal mapping algorithm for compressive sensing. The algorithm adopts a simple proximal mapping of the norm at eac…
math.NA2014★ 2 cited
On Data Preconditioning for Regularized Loss Minimization
Tianbao Yang, Rong Jin, Shenghuo Zhu +1
In this work, we study data preconditioning, a well-known and long-existing technique, for boosting the convergence of first-order methods for regularized loss minimization. It is…