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Author

Qing Zhu

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Sep 2026

A Structure-Revealing Tensor Network Paradigm and Its Applications.

This work proposes a novel structure-revealing TN paradigm, termed SVD-inspired TN decomposition (SVDinsTN), which enables the formulation of an energy function that simultaneously considers representation error and TN structure complexity, facilitating the joint optimization of data representation and the identificati...

Yu-Bang Zheng, Xi-Le Zhao, Heng-Chao Li et al. · 0 citations
2026

S2CLNet: Structure-Constrained Semantic Contrastive Learning for Referring Remote Sensing Image Segmentation

Referring remote sensing image segmentation (RRSIS) aims to segment target ground objects in high-resolution remote sensing imagery according to textual descriptions. Due to complex backgrounds and large-scale variations, accurately aligning linguistic semantics with spatial regions remains a challenging problem. Exist...

Sen Lei, Shuai Li, Xin-Yu Xiao et al. · 2 citations

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