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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

Zhi-Qiu Liang

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Open access 2026

FGDOA-Net: A Dual-Decoder Network With Frequency-Induced Detail-Guided Difference Aggregation for Remote Sensing Change Detection

Remote sensing change detection (RSCD) aims to identify land surface changes from multitemporal remote sensing images and plays a critical role in applications, such as land monitoring and urban planning. Existing deep-learning-based RSCD methods often struggle to capture fine-grained details and to aggregate semantic...

Yun-Fan Luo, Rong-Hao Yang, Gu-Yue Hu et al. · 0 citations
2026

RSUS: A Novel Upsampling Layer for Semantic Segmentation Network of Remote Sensing Images

Semantic segmentation of remote sensing images (RSIs) often struggles with boundary blurring, structural discontinuity, and category confusion due to limitations in conventional interpolation and dynamic upsampling methods. This article proposes RSUS, a new upsampling layer designed to preserve semantic consistency and...

Yaning Liu, Ronghao Yang, Shaoda Li et al. · 0 citations

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