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20222026
most citedUniversal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics

8 citations · 16 across the 10 of their papers we have counts for

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cs.CV2025

FS-IQA: Certified Feature Smoothing for Robust Image Quality Assessment

Ekaterina Shumitskaya, Dmitriy Vatolin, Anastasia Antsiferova

We propose a novel certified defense method for Image Quality Assessment (IQA) models based on randomized smoothing with noise applied in the feature space rather than the input sp…