KA-Prompt improves domain incremental learning by initializing new prompts from a greedily mined set of old ones and adding a cross-domain alignment loss, gaining about 4.7 average points over C-Prompt.
Consistent prompting for rehearsal-free continual learning
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Componential Prompt-Knowledge Alignment for Domain Incremental Learning
KA-Prompt improves domain incremental learning by initializing new prompts from a greedily mined set of old ones and adding a cross-domain alignment loss, gaining about 4.7 average points over C-Prompt.