Maximal Domain Independent Representations Improve Transfer Learning

no code implementations • 1 Jun 2023 • Adrian Shuai Li, Elisa Bertino, Xuan-Hong Dang, Ankush Singla, Yuhai Tu, Mark N Wegman

We show that information useful only in the source can be present in the DIRep, weakening the quality of the domain adaptation.

Domain Adaptation Transfer Learning