Author

Xugong Qin

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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

Aug 2026

End-to-end Multi-face Forgery Detection via Progressively-explicit Queries

This paper proposes an end-to-end Transformer-based framework, termed Progressively Explicit Query Network (PEQNet), for multi-face forgery detection and localization, and introduces triple contrastive learning to model the mutual exclusivity among real, fake, and background regions.

Peng-Wen Dai, Xiaomeng Wen, Feiyang He et al. · ACM Transactions on Multimed... · 0 citations