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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

Bing Li

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Sep 2026

Towards Region-Level No-Reference Image Quality Assessment.

Region-level No-Reference Image Quality Assessment (NR-IQA) enables fine-grained quality assessment for user-specified regions, which is critical in applications, such as camera imaging, autonomous driving and image compression. While existing NR-IQA methods have achieved remarkable success in assessing full-image qual...

Ze-Wen Chen, Juan Wang, Wen Wang et al. · 0 citations
Open access 2026

MDCF-Net: Multiscale Dual-Domain Collaborative-Aware Feature Fusion Network for Hyperspectral and Multispectral Image Fusion

This work proposes a multiscale dual-domain collaborative-aware feature fusion network (MDCF-Net) for LR-HSI and HR-MSI fusion, and builds a dual-domain collaborative perception fusion module to resolve the issue of insufficient cross-scale information integration.

Shuai-Qi Liu, Huan-Ru Yue, Ze-Zheng Zhang 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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