AdaptFlow learns a generalizable LLM workflow initialization via MAML-style bi-level optimization, enabling rapid adaptation to unseen tasks.
Our results highlight the advantages of leveraging both global priors and instance-specific refinements for improved MRI reconstruction qual- ity
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AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
AdaptFlow learns a generalizable LLM workflow initialization via MAML-style bi-level optimization, enabling rapid adaptation to unseen tasks.