Towards Test Time Domain Adaptation via Negative Label Smoothing

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Hao Yang, Hao Zuo, Rui Zhou, Min Wang, Yun Zhou

Published: 01 Jan 2024, Last Modified: 29 Aug 2024Neurocomputing 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The first research focuses on exploring NLS in the context of TTA.•We conduct a theoretical analysis of NLS’s behavior within TTA.•Experiments demonstrate the SOTA performance of NLS across multiple datasets.