Georgii Bychkov

According to our database, Georgii Bychkov authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Stable VMAF: investigating VMAF's vulnerabilities to adversarial attacks.

Sergey Lavrushkin, Maksim Khrebtov, Anastasia Antsiferova, Georgii Bychkov, Alexey Soloviev, Dmitriy S. Vatolin

Multim. Syst., June, 2025

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, June, 2025

Black-box Universal Adversarial Perturbations for Image and Video Quality Assessment Methods.

Georgii Bychkov, Sergey Lavrushkin, Dmitriy S. Vatolin

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

2024

Accelerated zero-order SGD under high-order smoothness and overparameterized regime.

Georgii Bychkov, Darina Dvinskikh, Anastasia Antsiferova, Alexander V. Gasnikov, Aleksandr V. Lobanov

CoRR, 2024

Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods.

Egor Kovalev, Georgii Bychkov, Khaled Abud, Aleksandr Gushchin, Anna Chistyakova, Sergey Lavrushkin, Dmitriy S. Vatolin, Anastasia Antsiferova

CoRR, 2024

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