2025
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm
AAAI 2025technical
Domain adaptation (DA) tackles the issue of distribution shift by learning a model from a source domain that generalizes to a target domain. However, most existing DA methods are designed for scenarios where the source and target domain data lie within the same feature space, which limits their appl…