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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

Yuyang Xu

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Jul 2026

D3O: Dynamic Distribution Distillation for Ordinal Regression

The proposed D3O, a dynamic distribution distillation framework that replaces static supervision with training-driven evolution of ordinal label distributions via self-distillation, introduces a contrastive ordinal-aware label enhancement module that leverages vision-language alignment to recover refined label distribu...

Chunlai Dong, Yao-Jun Hu, Yuyang Xu et al. · 0 citations

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