829 citations · 4.3k across the 90 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.CV2014★ 25 cited
Computational Baby Learning
Xiaodan Liang, Si Liu, Yunchao Wei +3
Intuitive observations show that a baby may inherently possess the capability of recognizing a new visual concept (e.g., chair, dog) by learning from only very few positive instanc…
cs.CV2014★ 829 cited
CNN: Single-label to Multi-label
Yunchao Wei, Wei Xia, Junshi Huang +4
Convolutional Neural Network (CNN) has demonstrated promising performance in single-label image classification tasks. However, how CNN best copes with multi-label images still rema…
math.NA2014★ 11 cited
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization
Canyi Lu, Yunchao Wei, Zhouchen Lin +1
This paper proposes the Proximal Iteratively REweighted (PIRE) algorithm for solving a general problem, which involves a large body of nonconvex sparse and structured sparse relate…