Dynamically Anchored Prompting: A Rehearsal-Free Approach for Task-Imbalanced Continual Learning

Dynamically Anchored Prompting (DAP) effectively balances the stability and plasticity trade-off in task-imbalanced continual learning scenarios by maintaining a single general prompt regularized with boosting and stabilizing anchors.