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Quan-Xue Gao

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Aug 2026

M3amba: Multi-Modality Mamba for Image Fusion

Mamba, a global context modeling paradigm with a selective scanning mechanism, has recently attracted increasing attention in multimodal image fusion. Multimodal fusion aims to preserve and enhance cross-modal complementary information to produce high-quality fused images. Despite its suitability, existing Mamba-based...

Ran Jing, Quan-Xue Gao, Yu Duan et al. · 0 citations
Sep 2026

Balanced and Discrete Regression for Image Clustering

The minimization of <inline-formula> <tex-math notation="LaTeX">$\ell _{2,p}$ </tex-math></inline-formula> norm is a powerful regularization for robustness feature extraction, sparse representation and data denoising. However, its potential for clusters distribution modeling remains largely unexplored. In this paper, w...

Guang-Yu Yang, Yu Duan, Quan-Xue Gao et al. · 0 citations
Aug 2026

Non-Negative Tensor Factorization Based Bi-Clustering on Anchor Graphs

A novel multi-view clustering model based on non-negative tensor factorization (NTF), which employs multi-level fusion (both data-level and decision-level) to achieve view-consistent labels for multi-view data is proposed.

Quan-Xue Gao, Rui Wang, Jing Li et al. · 0 citations

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