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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

Bin Huang

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Preprint Jul 2026

DRDN: Decoupled Representation Dynamic Network for From-Scratch ViT Class-Incremental Learning

The Decoupled Representation Dynamic Network is proposed, which addresses two intertwined challenges: cross-task confusion from sequential training on predominantly current-task data, which biases decision boundaries toward recent tasks; and under-optimized shared representations in the backbone that cap long-term disc...

Bin Huang, Yifu Chen, Zhilin Wang et al. · 0 citations

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