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Book Open access May 2025

PrePrompt: Predictive Prompting for Class Incremental Learning

P predictive Prompting (PrePrompt) is proposed, a novel CIL framework that circumvents correlation-based limitations by leveraging the inherent classification ability of pre-trained models to predict task-specific prompts and decomposes CIL into a two-stage prediction process: task-specific prompt prediction followed by a label prediction.

Libo Huang, Xiang-Qi Li, Jia-Rui Zhao et al. · 4 citations

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