Author

Peng-Wen Dai

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Book Open access Nov 2026

HRU: Harmonizing Reading and Understanding for Parameter-Efficient Scene-Text Aware Cross-Modal Retrieval

Scene-text aware cross-modal retrieval requires models to jointly capture visual text content and object semantics. However, existing methods often exhibit an inherent imbalance: they either over-rely on fine-grained textual cues and become sensitive to noise, or overlook critical textual information, resulting in subo...

Peng Zhang, Yuan-Yuan Wang, Xu-Gong Qin et al. · 0 citations

#artificial intelligence Open access Sep 2025

Learning Domain- and Class-Disentangled Prototypes for Domain-Generalized EEG Emotion Recognition

A Multi-domain Aggregation Transfer learning framework with domain-class prototypes (MAT) for emotion recognition under completely unseen target domains, which introduces a feature decoupling module to disentangle class-invariant domain features from domain-invariant class features, enabling more robust and interpretab...

Guang-Li Li, Can-Biao Wu, Zhe-Hao Zhou et al. · IEEE Transactions on Affecti... · 0 citations