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Adaptive centroid guided hashing for cross-modal retrieval | Synapse
March 3, 2026
Adaptive centroid guided hashing for cross-modal retrieval
ZS
Zhenqiu Shu
JZ
Julong Zhang
ZY
Zhengtao Yu
Kunming University of Science and Technology
Puntos clave
The approach shows enhanced retrieval performance across different modalities, significantly improving the likelihood of finding relevant items.
Key metric achieved includes a noticeable reduction in search time while increasing accuracy in cross-modal matching tasks.
Analysis involving adaptive hashing methods facilitates the process of extracting features and comparing them across modalities effectively.
The findings suggest potential applications in various industries, highlighting the need for real-world scenarios to validate the concepts further.
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Shu et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75e50c6e9836116a28c7d
https://doi.org/https://doi.org/10.1016/j.patcog.2026.113186