2 papers
cs.CV2023
A Novel Cross-Perturbation for Single Domain Generalization
Dongjia Zhao, Lei Qi, Xiao Shi +2
Single domain generalization aims to enhance the ability of the model to generalize to unknown domains when trained on a single source domain. However, the limited diversity in the…
cs.CV2023
Patch-aware Batch Normalization for Improving Cross-domain Robustness
Lei Qi, Dongjia Zhao, Yinghuan Shi +1
Despite the significant success of deep learning in computer vision tasks, cross-domain tasks still present a challenge in which the model's performance will degrade when the train…