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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

Janou Milligan

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Preprint Aug 2026

MLLM-Routed Heterogeneous Ensembles for Robust Cross-Dataset Image Classification

ARMDIL is an ensemble that uses a multimodal large language model (MLLM) agent to dynamically route each image to the most suitable vision backbone, drastically improves adaptability by allowing new information to be integrated via simple prompt modifications, while enhancing interpretability through natural language r...

Daniel A. Perkins, J. Squires, Janou Milligan et al. · 0 citations

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