cycle-consistency

Cycle Consistency

The idea of using transitivity as a way to regularize structured data has a long history. In visual tracking, enforcing simple forward-backward consistency has been a standard trick for decades. In the language domain, verifying and improving translations via “back translation and reconciliation” is a technique used by human translators.

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