13 citations · 28 across the 7 of their papers we have counts for
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cs.CV2023★ 1 cited
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting
Jinjing Zhu, Feiyang Ye, Qiao Xiao +3
Despite the progress made in domain adaptation, solving Unsupervised Domain Adaptation (UDA) problems with a general method under complex conditions caused by label shifts between…
cs.CV2022★ 13 cited
Domain Adaptation via Bidirectional Cross-Attention Transformer
Xiyu Wang, Pengxin Guo, Yu Zhang
Domain Adaptation (DA) aims to leverage the knowledge learned from a source domain with ample labeled data to a target domain with unlabeled data only. Most existing studies on DA…
cs.CV2021
Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search
Zhixiong Yue, Pengxin Guo, Yu Zhang
In Domain Adaptation (DA), where the feature distributions of the source and target domains are different, various distance-based methods have been proposed to minimize the discrep…