Mengmeng Jing

Order-preserving Consistency Regularization for Domain Adaptation and Generalization

2023

Deep learning models fail on cross-domain challenges if the model is oversensitive to domain-specific attributes, e.g., lightning, background, camera angle, etc. To alleviate this problem, data augmentation coupled with consistency regularization are commonly adopted to …