Author

Nadia Robertini

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Preprint Aug 2026

MoTE: Mixture of Task Experts for Multi-Task Video Understanding

This work proposes MoTE (Mixture of Task Experts), a decoder architecture that converts large language model feed-forward networks into task-specific experts while keeping the multimodal backbone shared and evaluates it on five COIN benchmarks using explicit task routes.

Muhammad Asad Ali, U. Khan, Nadia Robertini et al. · 0 citations