Towards Robust Out-of-Distribution Generalization: Data Augmentation and Neural Architecture Search Approaches

Haoyue Bai

Deep learning has been demonstrated with tremendous success in recent years. Despite so, its performance in practice often degenerates drastically when encountering out-of-distribu…