Feature Alignment and Restoration for Domain Generalization and Adaptation

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Other Links: arxiv.org

Abstract:

For domain generalization (DG) and unsupervised domain adaptation (UDA), cross domain feature alignment has been widely explored to pull the feature distributions of different domains in order to learn domain-invariant representations. However, the feature alignment is in general task-ignorant and could result in degradation of the disc...More

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