Enhancing the Robustness of Vision Transformers through Domain Adaptation and Domain Generalization Strategies

Vision Transformers demonstrate significant potential in addressing distribution shifts through diverse domain adaptation and domain generalization strategies, including feature-level, instance-level, model-level, and hybrid approaches.