AINeutralarXiv – CS AI · 7h ago6/10
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Beyond Classification: Dynamic Adapter Routing for Continual Multimodal Retrieval
Researchers introduce Dynamic Adapter Routing (DAR), a novel approach to continual multimodal retrieval that moves beyond traditional class-incremental learning methods. The study presents a new evaluation framework for vision-language models that better captures real-world retrieval dynamics, with DAR demonstrating superior performance and strong generalization capabilities.