Mechanism Transfer

2000년 도입 · 논문 2편에서 사용

Mechanism Transfer is a meta-distributional scenario for few-shot domain adaptation in which a data generating mechanism is invariant across domains. This transfer assumption can accommodate nonparametric shifts resulting in apparently different distributions while providing a solid statistical basis for domain adaptation.

출처: Few-shot Domain Adaptation by Causal Mechanism Transfer

소개 논문: Few-shot Domain Adaptation by Causal Mechanism Transfer