Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations

Igor Meleshin, Anna Chistyakova, Anastasia Antsiferova +1

Image Quality Assessment (IQA) models are increasingly relied upon to evaluate image quality in real-world systems -- from compression and enhancement to generation and streaming.…