41 citations · 148 across the 32 of their papers we have counts for
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cs.LG2020★ 13 cited
Entropy Minimization vs. Diversity Maximization for Domain Adaptation
Xiaofu Wu, Suofei hang, Quan Zhou +3
Entropy minimization has been widely used in unsupervised domain adaptation (UDA). However, existing works reveal that entropy minimization only may result into collapsed trivial s…
cs.LG2013★ 2 cited
Revealing Cluster Structure of Graph by Path Following Replicator Dynamic
Hairong Liu, Longin Jan Latecki, Shuicheng Yan
In this paper, we propose a path following replicator dynamic, and investigate its potentials in uncovering the underlying cluster structure of a graph. The proposed dynamic is a g…