Can I read Learning to Prompt for Continual Learning on EtoBox?

Learning to Prompt for Continual Learning by christinechenpp04 is a document available to read on EtoBox.

What is Learning to Prompt for Continual Learning about?

The document presents a new method for continual learning called L2P (Learning to Prompt). Unlike typical methods that adapt model weights to tasks sequentially using a rehearsal buffer, L2P uses a single backbone model and learns a prompt pool to instruct the model conditionally. Prompts are small learnable parameters stored in the prompt pool that manage task-invariant and task-specific knowledge. L2P automatically selects and updates prompts from the pool in an instance-wise fashion without requiring tas

Author

christinechenpp04

Language

EN