HiGDA couples a patch-level local graph with a category-level global graph and a pseudo-labeling loop (GAL) and claims state-of-the-art accuracy on Office-Home, DomainNet, and VisDA2017.
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HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation
HiGDA couples a patch-level local graph with a category-level global graph and a pseudo-labeling loop (GAL) and claims state-of-the-art accuracy on Office-Home, DomainNet, and VisDA2017.