Aleksandr Gushchin

3 papers · 2022–2025 · 3 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

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Sergey Lavrushkin (3) Anastasia Antsiferova (3) Ekaterina Shumitskaya (2) Khaled Abud (2) Dmitriy Vatolin (2) Bader Rasheed (1) Dmitriy S. Vatolin (1) Dmitriy Kulikov (1) Kirill Malyshev (1) Maksim Smirnov (1)

Research topics

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

Keywords

no-reference metric (2) video quality assessment (2) adversarial attack (2) image quality assessment (2) metric robustness (1) video encoding (1) full-reference metric (1) video quality metric (1) benchmark (1) defenses (1) iqa metrics (1) adversarial robustness (1) no-reference iqa metrics (1) perceptual metric (1) video compression (1) neural network (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 Video compression dataset and benchmark of learning-based video-quality metrics NeurIPS 2022