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Maxime Berar

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#machine learning Preprint Sep 2026

A Comprehensive Benchmark of Source-Free Universal Domain Adaptation on Time Series Representations

Source-Free Universal Domain Adaptation (SF-UniDA) extends Universal Domain Adaptation by removing access to source data at adaptation time while still handling label-set mismatches between domains. Despite growing interest in this setting for image data, no benchmark exists for time series, which are more challenging....

Romain Mussard, Fannia Pacheco, Maxime Berar et al. · 0 citations

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