Personalized Federated Learning with Hierarchical Two-Branch Aggregation for Few-Shot Scenarios.
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| Title: | Personalized Federated Learning with Hierarchical Two-Branch Aggregation for Few-Shot Scenarios. |
|---|---|
| Authors: | Miao, Yifan1,2 (AUTHOR), Zhang, Weishan1,2 (AUTHOR) zhangws@upc.edu.cn, Wang, Yuhan1,2 (AUTHOR), Liu, Yuru1,2 (AUTHOR), Zhang, Zhen1,2 (AUTHOR), Meng, Lingzhao1,2 (AUTHOR), Zhang, Baoyu1,2 (AUTHOR) |
| Source: | Sensors (14248220). Feb2026, Vol. 26 Issue 3, p1037. 21p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 191585909 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Personalized Federated Learning with Hierarchical Two-Branch Aggregation for Few-Shot Scenarios. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Miao%2C+Yifan%22">Miao, Yifan</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Weishan%22">Zhang, Weishan</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> zhangws@upc.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Wang%2C+Yuhan%22">Wang, Yuhan</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liu%2C+Yuru%22">Liu, Yuru</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Zhen%22">Zhang, Zhen</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Meng%2C+Lingzhao%22">Meng, Lingzhao</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Baoyu%22">Zhang, Baoyu</searchLink><relatesTo>1,2</relatesTo> (AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Sensors+%2814248220%29%22">Sensors (14248220)</searchLink>. Feb2026, Vol. 26 Issue 3, p1037. 21p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=191585909 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/s26031037 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 21 StartPage: 1037 Titles: – TitleFull: Personalized Federated Learning with Hierarchical Two-Branch Aggregation for Few-Shot Scenarios. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Miao, Yifan – PersonEntity: Name: NameFull: Zhang, Weishan – PersonEntity: Name: NameFull: Wang, Yuhan – PersonEntity: Name: NameFull: Liu, Yuru – PersonEntity: Name: NameFull: Zhang, Zhen – PersonEntity: Name: NameFull: Meng, Lingzhao – PersonEntity: Name: NameFull: Zhang, Baoyu IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 02 Text: Feb2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 14248220 Numbering: – Type: volume Value: 26 – Type: issue Value: 3 Titles: – TitleFull: Sensors (14248220) Type: main |
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