LDEPrompt introduces layer-importance guided dual expandable prompt pools to achieve state-of-the-art class-incremental learning by enabling adaptive layer selection and dynamic prompt management.
Tae: Task-aware expandable representation for long tail class incremental learning
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LDEPrompt: Layer-importance guided Dual Expandable Prompt Pool for Pre-trained Model-based Class-Incremental Learning
LDEPrompt introduces layer-importance guided dual expandable prompt pools to achieve state-of-the-art class-incremental learning by enabling adaptive layer selection and dynamic prompt management.