AI Expert System Boosts Accuracy By 2% With Dynamic Task Routing
AI Expert System improves 2% on ImageNet classification by optimizing expert selection & re-routing tasks on the fly, no retraining needed!
This is a Plain English Papers summary of a research paper called AI Expert System Gets 2% Smarter by Rerouting Tasks on the Fly. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Novel test-time re-routing method for multimodal mixture-of-experts models Improves performance without retraining through gradient descent Optimizes expert selection for better accuracy Works with both unimodal and multimodal data Achieves up to 2% improvement on ImageNet classification Plain English Explanation Mixture-of-experts models are like...