260 citations · 272 across the 12 of their papers we have counts for
7 papers · 1 filter
Deep Least Squares Alignment for Unsupervised Domain Adaptation
Youshan Zhang, Brian D. Davison
Unsupervised domain adaptation leverages rich information from a labeled source domain to model an unlabeled target domain. Existing methods attempt to align the cross-domain distr…
Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net
Youshan Zhang, Brian D. Davison, Vivien W. Talghader +3
Transmission electron microscopy (TEM) is one of the primary tools to show microstructural characterization of materials as well as film thickness. However, manual determination of…
Enhanced Separable Disentanglement for Unsupervised Domain Adaptation
Youshan Zhang, Brian D. Davison
Domain adaptation aims to mitigate the domain gap when transferring knowledge from an existing labeled domain to a new domain. However, existing disentanglement-based methods do no…
Correlated Adversarial Joint Discrepancy Adaptation Network
Youshan Zhang, Brian D. Davison
Domain adaptation aims to mitigate the domain shift problem when transferring knowledge from one domain into another similar but different domain. However, most existing works rely…
WTR: A Test Collection for Web Table Retrieval
Zhiyu Chen, Shuo Zhang, Brian D. Davison
We describe the development, characteristics and availability of a test collection for the task of Web table retrieval, which uses a large-scale Web Table Corpora extracted from th…
Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation
Youshan Zhang, Brian D. Davison
Unsupervised Domain adaptation is an effective method in addressing the domain shift issue when transferring knowledge from an existing richly labeled domain to a new domain. Exist…
Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation
Youshan Zhang, Brian D. Davison
Domain adaptation (DA) mitigates the domain shift problem when transferring knowledge from one annotated domain to another similar but different unlabeled domain. However, existing…