SinglePrompt achieves state-of-the-art results in task-free online continual learning by replacing prompt selection with a single prompt per attention block, cosine-based classifier logits, and masking unexposed classes.
Prefix-tuning: Optimiz- ing continuous prompts for generation
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Is Prompt Selection Necessary for Task-Free Online Continual Learning?
SinglePrompt achieves state-of-the-art results in task-free online continual learning by replacing prompt selection with a single prompt per attention block, cosine-based classifier logits, and masking unexposed classes.