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Georgii Bychkov
Researcher, Laboratory of Intelligent Video Analysis, MSU Institute for Artificial Intelligence
Joined
April 2024
Names
Georgii Bychkov
(Preferred)
,
Bychkov Georgii
Emails
****@graphics.cs.msu.ru
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Laboratory of Intelligent Video Analysis,
MSU Institute for Artificial Intelligence
(iai.msu.ru)
2025
–
Present
MS student
Faculty of Computational Mathematics and Cybernetics,
Moscow State University, Lomonosov Moscow State University
(cs.msu.ru)
2023
–
2025
Undergrad student
Faculty of Computational Mathematics and Cybernetics,
Moscow State University, Lomonosov Moscow State University
(cs.msu.ru)
2019
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Anastasia Antsiferova
2025
–
Present
Coauthor
Alexander Gasnikov
2024
–
Present
Coauthor
Darina Dvinskikh
2024
–
Present
Coauthor
Dmitriy S. Vatolin
2023
–
Present
Coauthor
Sergey Lavrushkin
2023
–
Present
Coauthor
Anastasia Antsiferova
2023
–
Present
Coauthor
Khaled Abud
2023
–
Present
Coauthor
Ekaterina Shumitskaya
2023
–
Present
Coauthor
Aleksandr Gushchin
2023
–
Present
Coauthor
Anna Chistyakova
2024
–
2025
Coauthor
Bader Rasheed
2024
–
2025
Coauthor
Aleksandr Lobanov
2024
–
2024
Coauthor
Kirill Malyshev
2024
–
2024
Expertise
Neural Image Compression
2025
–
Present
Adversarial Defences
2024
–
Present
Zero-Order Optimisation
2024
–
Present
Computer Vision
2023
–
Present
Image/video Quality Assessment
2023
–
Present
Adversarial Attacks
2023
–
Present
Deep Learning
2022
–
Present
Machine Learning
2021
–
Present
Publications
NIC-RobustBench: A Comprehensive Open-Source Toolkit for Neural Image Compression and Robustness Analysis
Georgii Bychkov
,
Khaled Abud
,
Egor Kovalev
,
Aleksandr Gushchin
,
Sergey Lavrushkin
,
Dmitriy S. Vatolin
,
Anastasia Antsiferova
Submitted to ICLR 2026
Readers:
Everyone
DRAMNet: Depth-initialized Region-Adaptive Map Network for Single-Image Deblurring
Nikita Alutis
,
Andrei Akifev
,
Georgii Bychkov
,
Evgeney Bogatyrev
,
Egor Chistov
,
Danila Evsyukov
,
Dmitriy S. Vatolin
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
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
Readers:
Everyone
Stable VMAF: investigating VMAF's vulnerabilities to adversarial attacks
Sergey Lavrushkin
,
Maksim Khrebtov
,
Anastasia Antsiferova
,
Georgii Bychkov
,
Alexey Soloviev
,
Dmitriy S. Vatolin
Multim. Syst. 2025
Readers:
Everyone
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics
Aleksandr Gushchin
,
Khaled Abud
,
Georgii Bychkov
,
Ekaterina Shumitskaya
,
Anna Chistyakova
,
Sergey Lavrushkin
,
Bader Rasheed
,
Kirill Malyshev
,
Dmitriy S. Vatolin
,
Anastasia Antsiferova
ICML 2025 poster
Readers:
Everyone
Black-box Universal Adversarial Perturbations for Image and Video Quality Assessment Methods
Georgii Bychkov
,
Sergey Lavrushkin
,
Dmitriy S. Vatolin
ICME 2025
Readers:
Everyone
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image-Quality Metrics
Aleksandr Gushchin
,
Khaled Abud
,
Georgii Bychkov
,
Ekaterina Shumitskaya
,
Anna Chistyakova
,
Sergey Lavrushkin
,
Bader Rasheed
,
Kirill Malyshev
,
Dmitriy S. Vatolin
,
Anastasia Antsiferova
Submitted to ICLR 2025
Readers:
Everyone
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
Readers:
Everyone
Co-Authors
Aleksandr Gushchin
Aleksandr V. Lobanov
Alexander Gushchin
Alexander V. Gasnikov
Alexey Soloviev
Anastasia Antsiferova
Andrei Akifev
Anna Chistyakova
Bader Rasheed
Danila Evsyukov
Darina Dvinskikh
Dmitriy S. Vatolin
Egor Chistov
Egor Kovalev
Ekaterina Shumitskaya
Evgeney Bogatyrev
Khaled Abud
Kirill Malyshev
Maksim Khrebtov
Nikita Alutis
Sergey Lavrushkin