Similarity-Aware Mixture-of-Experts for Data-Efficient Continual Learning

Connor Mclaughlin, Nigel Lee, Lili Su

Machine learning models often need to adapt to new data after deployment due to structured or unstructured real-world dynamics. The Continual Learning (CL) framework enables contin…