Objective video quality metrics application to video codecs comparisons: choosing the best for subjective quality estimation. - Anastasia Antsiferova; Alexander Yakovenko; Nickolay Safonov; Dmitriy L. Kulikov; Alexander Gushin; Dmitriy S. Vatolin (CoRR, 2021)

Shot boundary detection method based on a new extensive dataset and mixed features. - Alexander Gushchin; Anastasia Antsiferova; Dmitriy S. Vatolin (CoRR, 2021)

Video compression dataset and benchmark of learning-based video-quality metrics. - Anastasia Antsiferova; Sergey Lavrushkin; Maksim Smirnov; Alexander Gushchin; Dmitriy S. Vatolin; Dmitriy L. Kulikov (CoRR, 2022)

Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics. - Alexander Gushchin; Khaled Abud; Georgii Bychkov; Ekaterina Shumitskaya; Anna Chistyakova; Sergey Lavrushkin; Bader Rasheed; Kirill Malyshev; Dmitriy S. Vatolin; Anastasia Antsiferova (CoRR, 2024)

NIC-RobustBench: A Comprehensive Open-Source Toolkit for Neural Image Compression and Robustness Analysis. - Georgii Bychkov; Khaled Abud; Egor Kovalev; Alexander Gushchin; Dmitriy S. Vatolin; Anastasia Antsiferova (CoRR, 2025)