MetaSel: A Test Selection Approach for Fine-tuned DNN Models

Amin Abbasishahkoo, Mahboubeh Dadkhah, Lionel Briand +1

Deep Neural Networks (DNNs) face challenges during deployment due to covariate shift, i.e., data distribution shifts between development and deployment contexts. Fine-tuning adapts…