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Preprint Sep 2026

HyperSAM: A Promptable Foundation Model for Hyperspectral Remote Sensing

Hyperspectral remote sensing provides dense spectral measurements that are indispensable for material-level Earth observation, yet the construction of a general-purpose hyperspectral foundation model remains difficult. Two bottlenecks are especially limiting. First, large hyperspectral corpora rarely provide high spati...

Li Pang, Xin-Qiao Wu, Jing Yao et al. · 0 citations
#artificial intelligence Preprint Oct 2026

CoEvolve: Construct-to-Edit Visual Grounding with Bidirectional State Refinement

Visual grounding localizes an object described by language with a bounding box. Most multimodal grounding models compress target identification, spatial reasoning, and boundary estimation into one terminal prediction. Free-form rationales make reasoning linguistically explicit but do not necessarily expose measurable,...

Dong-Wei Sun, Yu-Jie Zhang, Bo-Wen Yao et al. · 0 citations

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