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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

Yang Bai

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2026

DRD-SSALNet: A Dual-Representation Decoupled Self-Supervised Active Learning Network for Remote Sensing Semantic Segmentation

The active learning reduces pixel-level annotation costs for remote sensing semantic segmentation, but classifier-dependent sampling is vulnerable to cold-start bias. This letter proposes a dual-representation decoupled self-supervised active learning network (DRD-SSALNet) that separates sampling from classification. T...

Hao-Chen Shi, Qi-Xuan Wang, Yang Bai · 0 citations
Conference Aug 2026

Learned Image Compression via Unevenly Grouped Channel Context Gaussian Mixture Entropy Modeling

While deep learning-based image compression has achieved remarkable rate-distortion performance, existing entropy models are often hindered by rigid channel-wise grouping and oversimplified probability distribution assumptions. To address these limitations, this paper proposes a novel entropy modeling framework integra...

Zhi-Yuan Zhu, Lin Huang, Shi-Hang Ding et al. · 0 citations

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