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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

Taiye Chen

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Jul 2026

Mitigating Compounding Error via Video Representation Regularization

This work establishes the first connection between autoregressive video drifting and model internal representations, adopts erank as a quantitative metric for error accumulation, reveals counterintuitive scaling limitations for video world models, and presents a simple yet effective regularization strategy to improve l...

Taiye Chen, Qi Zhang, Yi-Sen Wang · 0 citations

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