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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

Cong-Xuan Zhang

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2026

MGSC-Net: Multisemantic Guided Spatial–Frequency Collaborative Network for UAV-Based Infrared and Visible Image Fusion

Infrared and visible image fusion (IVIF) plays a critical role in unmanned aerial vehicle (UAV)-based all-weather aerial perception. However, in aerial scenarios, thermal targets are typically small scaled and easily submerged in complex backgrounds. Existing methods often face a severe feature compromise dilemma: enha...

Xiao-Nan He, Yu-Kun Xia, Jian-Yao Li et al. · 0 citations
Aug 2026

Scalable Image Restoration and Enhancement towards Diverse Downstream Applications

This paper proposes a scalable framework for image restoration and enhancement built upon the reinforcement learning (RL) paradigm, and confirms the model’s superior few-shot and zero-shot capabilities compared to existing methods, as well as its flexibility in addressing multiple competing objectives.

Juan Wang, Ke Zhang, Chun-Feng Yuan et al. · 0 citations

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