Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation
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