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Author

Tian Gan

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Oct 2026

SSMH: Semantic Self-refinement Multi-modal Hashing for Multi-modal Retrieval

Multi-modal hashing converts high-dimensional features into compact binary codes while preserving semantic similarity, thereby achieving high performance with lower storage and computational costs. However, existing methods generally overly depend on discrete supervisory information, ignoring the ambiguity of labels an...

Chao-Qun Zheng, Rui-Fan Zuo, Feng-Ling Li et al. · 0 citations
Book Open access Aug 2026

A Non-parametric Multi-view Model for Short Text Clustering

A novel and efficient clustering algorithm based on collapsed Gibbs sampling is proposed, which automatically infers the number of clusters from the data and identifies representative words for each cluster, thereby enabling fully non-parametric and interpretable clustering.

En-Hao Cheng, Xiaolong Zheng, Jintong Li et al. · 0 citations

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