Unsupervised Multi-Target Domain Adaptation : An Information Theoretic Approach

Unsupervised domain adaptation (uDA) models focus on pairwise adaptation settings where there is a single, labeled, source and a single target domain. However, in many real-world settings one seeks to adapt to multiple, but somewhat similar, target domains. Applying pairwise adaptation approaches to...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2020) vom: 27. Jan.
Auteur principal: Gholami, Behnam (Auteur)
Autres auteurs: Sahu, Pritish, Rudovic, Ognjen, Bousmalis, Konstantinos, Pavlovic, Vladimir
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article