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FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Uns...

FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Uns...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2834347369

FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization

About this item

Full title

FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2023-07

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

From a service perspective, Multi-Source Domain Adaptation (MSDA) is a promising scenario to adapt a deployed model to a client's dataset. It can provide adaptation without a target label and support the case where a source dataset is constructed from multiple domains. However, it is impractical, wherein its training heavily relies on prior domain...

Alternative Titles

Full title

FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2834347369

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2834347369

Other Identifiers

E-ISSN

2331-8422

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