Continual Distillation Learning for Rehearsal-Free Class-Incremental Learning via Decoupled Prompting

Prompt-based continual learning has shown strong performance in rehearsal-free class-incremental learning by adapting learnable prompts while freezing a pre-trained Vision Transformer (ViT) backbone. However, the effect of backbone scale remains underexplored. We observe that larger ViT backbones co