Author

Yu-Hui Jin

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Preprint Oct 2026

TRIM-ReID: Duplication-Aware Token Reduction and Modality-Aligned Interaction for Multi-Modal Object Re-Identification

Multi-modal object re-identification exploits complementary RGB, near-infrared (NIR), and thermal-infrared (TIR) observations to retrieve target objects. However, existing methods commonly employ visual encoders optimized for global image-text alignment and select tokens using learned importance scores. Such designs fa...

Wan-Ke Xia, Rui-Ding Zhu, Xing-Guo Xu et al. · 0 citations

Preprint Sep 2026

RPA: Residual Patch-Token Adapter for Image Retrieval from EEG and MEG

Most existing MEG and EEG (M/EEG) visual decoding methods align brain signals with a single global embedding extracted from a pretrained visual encoder, leaving open whether intermediate patch representations, which preserve richer and more granular rich visual information, can improve representation learning. To addre...

Yu-Hui Jin, Yong-Hao Song, Bing-Chuan Liu · 0 citations