Xinwei Sun

most citedZero-shot Learning via Shared-Reconstruction-Graph Pursuit

9 citations · 9 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ML2019

$S^{2}$ -LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning

Yanwei Fu, Donghao Li, Xinwei Sun +3

This paper proposes a novel Stochastic Split Linearized Bregman Iteration ( $S^{2}$ -LBI) algorithm to efficiently train the deep network. The $S^{2}$ -LBI introduces an iterative reg…

cs.CV2017★ 9 cited

Zero-shot Learning via Shared-Reconstruction-Graph Pursuit

Bo Zhao, Xinwei Sun, Yuan Yao +1

Zero-shot learning (ZSL) aims to recognize objects from novel unseen classes without any training data. Recently, structure-transfer based methods are proposed to implement ZSL by…

stat.AP2017

GSplit LBI: Taming the Procedural Bias in Neuroimaging for Disease Prediction

Xinwei Sun, Lingjing Hu, Yuan Yao +1

In voxel-based neuroimage analysis, lesion features have been the main focus in disease prediction due to their interpretability with respect to the related diseases. However, we o…

S2-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning

Zero-shot Learning via Shared-Reconstruction-Graph Pursuit

GSplit LBI: Taming the Procedural Bias in Neuroimaging for Disease Prediction

$S^{2}$ -LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning