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cs.CV2025
ActiveMark: on watermarking of visual foundation models via massive activations
Anna Chistyakova, Mikhail Pautov
Being trained on large and vast datasets, visual foundation models (VFMs) can be fine-tuned for diverse downstream tasks, achieving remarkable performance and efficiency in various…
cs.CV2025
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.…