Improving Robustness of Foundation Models in Domain Adaptation with Soup-Adapters

Marco Roschkowski

In this paper, we tackle two fundamental problems in few-shot domain adaptation of foundation models. First, hyperparameter tuning is often impractical due to the lack of large val…