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domain-adversarial learning

technology1 mentionslast seen Oct 28, 2026

A strategy that encourages the model to learn task-relevant shared features to suppress subject-specific bias.

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swap-adversarial frameworkdepends ondomain-adversarial learning92% confidence1 source

domain-adversarial learning

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swap-adversarial frameworkdepends ondomain-adversarial learning

92% confidence1 supporting mentions

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preprintarXivOct 27, 2026A swap-adversarial framework for domain generalization in pre- and post-stimulation Parkinsonian state classification
Our framework integrates (1) robust preprocessing, (2) inter-subject balanced channel swap (ISBCS) for cross-subject augmentation, and (3) domain-adversarial learning (DAL) to suppress subject-specific bias.