Xinwei Sun

activity

20172022

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

9 citations · 23 across the 13 of their papers we have counts for

collaborators

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2 papers · 1 filter

stat.ML2020

Learning Causal Semantic Representation for Out-of-Distribution Prediction

Chang Liu, Xinwei Sun, Jindong Wang +5

Conventional supervised learning methods, especially deep ones, are found to be sensitive to out-of-distribution (OOD) examples, largely because the learned representation mixes th…

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…

Learning Causal Semantic Representation for Out-of-Distribution Prediction

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

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