Ekaterina Shumitskaya

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (2) AAAI (1)

Top co-authors

Anastasia Antsiferova (3) Sergey Lavrushkin (2) Dmitriy S. Vatolin (2) Khaled Abud (2) Aleksandr Gushchin (2) Bader Rasheed (1) Kirill Malyshev (1) Anna Chistyakova (1) Georgii Bychkov (1) Dmitriy Vatolin (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Processing (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Applications (1) Core AI (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

adversarial attack (3) image quality assessment (2) no-reference metric (2) temporal stability (1) neural network (1) metric robustness (1) benchmark (1) invisibility (1) iteration (1) defenses (1) iqa metrics (1) adversarial robustness (1) no-reference iqa metrics (1) robustness (1) video quality assessment (1)

Papers

Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics ICML 2025 Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks AAAI 2024 IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics ICML 2024