On several image benchmarks, source-free domain adaptation methods are reported to outperform classic unsupervised domain adaptation methods in speed, storage, and robustness to large domain shifts.
Homm: Higher-order moment matching for unsupervised doma in adap- tation,
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Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation
On several image benchmarks, source-free domain adaptation methods are reported to outperform classic unsupervised domain adaptation methods in speed, storage, and robustness to large domain shifts.