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Hacking Task Confounder in Meta-Learningcs.LG

Meta-learning shows negative transfer between tasks, which MetaCRL addresses.

problem Negative transfer between tasks in meta-learning.

method Structural Causal Models (SCMs) and MetaCRL to eliminate task confounders.

result MetaCRL achieves state-of-the-art performance in various benchmark datasets.

Meta-learning Negative transfer Task confounders MetaCRL SCMs

2023-12-10abs ↗pdf ↗