AutoDIAL: Automatic Domain Alignment Layers
AutoDIAL: Automatic Domain Alignment Layers
Classifiers trained on given databases perform poorly when tested on data acquired in different settings. This is explained in domain adaptation through a shift among distributions of the source and target domains. Attempts to align them have traditionally resulted in works reducing the domain shift by introducing appropriate loss terms, …