Mechanism Transfer
Mechanism Transfer
**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.
Few-shot Domain Adaptation by Causal Mechanism Transfer
https://paperswithcode.com/paper/few-shot-domain-adaptation-by-causal
Few-shot Domain Adaptation by Causal Mechanism Transfer