1.6k citations · 3.5k across the 30 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
math.OC2014★ 3 cited
Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization
Xiao Wang, Shiqian Ma, Wei Liu
In this paper we study stochastic quasi-Newton methods for nonconvex stochastic optimization, where we assume that only stochastic information of the gradients of the objective fun…
cs.CV2014★ 1 cited
Learning to Rank Binary Codes
Jie Feng, Wei Liu, Yan Wang
Binary codes have been widely used in vision problems as a compact feature representation to achieve both space and time advantages. Various methods have been proposed to learn dat…
cs.CV2014★ 1.4k cited
Going Deeper with Convolutions
Christian Szegedy, Wei Liu, Yangqing Jia +6
We propose a deep convolutional neural network architecture codenamed "Inception", which was responsible for setting the new state of the art for classification and detection in th…