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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

Xian Sun

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3 papers indexed here

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Preprint Sep 2026

PDA++: Field-Aligned Planning and Scene-Adaptive Insertion in Remote Sensing

Remote sensing recognition is often constrained by scarce observations of rare targets and costly annotations, making realistic synthetic augmentation particularly valuable for few-shot and long-tailed scenarios. Object insertion provides an efficient way to increase target diversity while preserving authentic backgrou...

Xian-Chi Dong, Ying-Yan Hou, Chao Ren et al. · 0 citations
Open access 2026

Pi-Noise-Guided Student–Teacher Distillation Detector for Open-Vocabulary Aerial Object Detection

Open-vocabulary aerial object detection aims to detect objects outside the training sets, which typically involves distilling knowledge from pretrained vision-language models, e.g., RemoteCLIP, to inherit its generalizable recognition ability and thereby enabling the models to detect novel categories. However, existing...

Shu Tian, Zhen-Dong Huang, Lin Cao et al. · 0 citations
2026

UniEarth: A Unified Foundation Model for Remote Sensing Image Generation and Understanding

Remote sensing (RS) underpins geospatial intelligence by enabling large-scale Earth observation (EO). Existing RS approaches are typically developed along two separate lines: multimodal understanding (MMU) and image generation. Such separation limits parameter sharing and the potential synergy between understanding and...

Ying-Yan Hou, Zi-Han Wei, Chao Ren et al. · 0 citations

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