Threshold-based exploitation of noisy label in black-box unsupervised domain adaptation.

How can we perform unsupervised domain adaptation when transferring a black-box source model to a target domain? Black-box Unsupervised Domain Adaptation focuses on transferring the labels derived from a pre-trained black-box source model to an unlabeled target domain. The problem setting is motivat...

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Bibliographic Details
Main Authors: Huiwen Xu, Jaeri Lee, U Kang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0321987
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