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News/Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation
arxiv
PublishedJuly 23, 2026 at 4:00 AM
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Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation

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Publisher summary· verbatim

arXiv:2504.03707v2 Announce Type: replace-cross Abstract: Emotion recognition is crucial for advancing mental health, healthcare, and technologies such as brain-computer interfaces. EEG-based models, however, struggle in cross-domain settings due to the high cost of labeled data and signal variabili

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#emotion-recognition#unsupervised-domain-adaptation#eeg#brain-computer-interfaces

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