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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

Lin-Feng Tang

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Preprint Oct 2026

AD-SRF: Attack-Defense Semantic Reinforcement for Multi-Modal Image Fusion

Existing image fusion methods struggle to balance visual quality and semantic attributes due to the inherent conflict between their optimization objectives. To address this challenge, we propose an attack-defense semantic reinforcement framework for multi-modal image fusion, termed AD-SRF. By decoupling the optimizatio...

Hao Zhang, Zhi Zheng, Lin-Feng Tang et al. · 0 citations
Aug 2026

GText-IF: Leveraging Text-Driven Semantics for Degradation-Aware Image Fusion.

An innovative degradation-aware image fusion framework via leveraging text-driven semantics, termed GText-IF, which can perform effective degradation-aware fusion in real degraded image scenarios, exhibiting remarkable advancement, robustness, and practicality.

Xun-Peng Yi, Han Xu, Yi-Bing Zhang et al. · 1 citation

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