Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks

1 code implementation • 25 Feb 2021 • Christoph Raab, Philipp Väth, Peter Meier, Frank-Michael Schleif

We addressed the first issue by the alignment of transferable spectral properties within an adversarial model to balance the focus between the easily transferable features and the necessary discriminatory features, while at the same time limiting the learning of domain-specific semantics by relevance considerations.

Domain Adaptation