Towards Adaptive Continual Model Merging via Manifold-Aware Expert Evolution
arXiv:2604.22464v1 Announce Type: new
Abstract: Continual Model Merging (CMM) sequentially integrates task-specific models into a unified architecture without intensive retraining. However, existing CMM methods are hindered by a fundamental saturation…