47 citations · 116 across the 35 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
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…
stat.ML2017
Boosting with Structural Sparsity: A Differential Inclusion Approach
Chendi Huang, Xinwei Sun, Jiechao Xiong +1
Boosting as gradient descent algorithms is one popular method in machine learning. In this paper a novel Boosting-type algorithm is proposed based on restricted gradient descent wi…