Qianyu Zhou

Rethinking Domain Generalization: Discriminability and Generalizability

2023 · arXiv (Cornell University)

Domain generalization(DG) endeavors to develop robust models that possess strong generalizability while preserving excellent discriminability. Nonetheless, pivotal DG techniques tend to improve the feature generalizability by learning domain-invariant representations, inadvertently overlooking the feature discriminability. On …