Hieu H. Pham

ConstStyle: Robust Domain Generalization with Unified Style Transformation

Deep neural networks often suffer performance drops when test data distribution differs from training data. Domain Generalization (DG) aims to address this by focusing on domain-invariant features or augmenting data for greater diversity. However, these methods often struggle with limited training d…