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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Sen Lei

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2026

SAM-STF: A Multibranch SAM-Guided Spatial–Temporal-Frequency Aware Framework for Semantic Change Detection

Semantic change detection (SCD) aims to determine whether land-cover categories change and how they evolve across multitemporal remote sensing images. Despite recent advances, existing methods still face some challenges. First, the encoders of visual foundation models produce overly smoothed representations, weakening...

Yun-Cheng Li, Heng-Chao Li, Wen-Shuai Hu 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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