Unlocking the Potential of Continual Model Merging: An ODE Perspective 事件

Unlocking the Potential of Continual Model Merging: An ODE Perspective arXiv:2605.19409v3 Announce Type: replace-cross Abstract: Continual Model Merging (CMM) enables rapid customization of foundation models by sequentially incorporating task-adapted models without repeated retraining. However, existing merging rules usually update the deployed model through fixed algebraic or projection-based operations, providing limited control over how much previously accumulated knowledge should be retaine