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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

Hai-Miao Zhang

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2 papers indexed here

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Preprint Oct 2026

Spatial-Frequency-Aware Implicit Neural Representation of Multidimensional Signals via MLP-KAN Fusion

Implicit Neural Representations (INRs) have emerged as a compelling paradigm for modeling multidimensional signals by mapping continuous coordinates to signal values. However, Multi-Layer Perceptrons (MLP)-based INRs inherently suffer from spectral bias, which favors low-frequency components and suppresses the reconstr...

Wen Yan, Li-Gen Shi, Jun Qiu et al. · 0 citations
2026

Multiresolution Infrared and Visible Image Fusion via Implicit Neural Representations

Dual-spectral measurement instruments integrate complementary thermal radiation and textural information, thereby alleviating the information acquisition limitations of single-modality sensors. Due to detector manufacturing constraints and hardware cost, the infrared sensors usually provide lower spatial sampling rates...

Shu-Chen Sun, Li-Gen Shi, Jun Qiu et al. · 0 citations

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