arXiv cs.LG
· Papers
Tunable MAGMAX: Preference-Aware Model Merging for Continual Learning
arXiv:2605.20803v2 Announce Type: replace Abstract: Continual learning (CL) aims to train models sequentially on multiple tasks while mitigating catastrophic forgetting of previously learned knowledge. Recent advances in large pre-trained models (LPMs) and model merging techniques, such as MAGMAX, have demonstrated eff