Aleksandr Gushchin

PhD student, Moscow State University, Lomonosov Moscow State University

Joined

June 2022

Names

Aleksandr Gushchin (Preferred)

Emails

****@graphics.cs.msu.ru (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Moscow State University, Lomonosov Moscow State University (cs.msu.ru)

2024 – Present

MS student

Moscow State University, Lomonosov Moscow State University (cs.msu.ru)

2022 – 2024

Advisors, Relations & Conflicts

Coworker

Dmitriy Kulikov

Present

Coworker

Sergey Lavrushkin

Present

Coauthor

Anastasia Antsiferova

Present

Coauthor

Khaled Abud

Present

Coauthor

Ekaterina Shumitskaya

Present

PhD Advisor

Vatolin Dmitri

2020 – Present

Expertise

image quality metrics

2021 – Present

video quality metrics

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
BiRQA: Bidirectional Robust Quality Assessment for Images
Aleksandr Gushchin, Dmitriy S. Vatolin, Anastasia Antsiferova
- Submitted to ICLR 2026
- 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
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
Comparing the robustness of modern no-reference image- and video-quality metrics to adversarial attacks
Anastasia Antsiferova, Khaled Abud, Aleksandr Gushchin, Sergey Lavrushkin, Ekaterina Shumitskaya, Maksim Velikanov, Dmitriy S. Vatolin
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
Video compression dataset and benchmark of learning-based video-quality metrics
Anastasia Antsiferova, Sergey Lavrushkin, Maksim Smirnov, Aleksandr Gushchin, Dmitriy S. Vatolin, Dmitriy Kulikov
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
Video compression dataset and benchmark of learning-based video-quality metrics
Anastasia Antsiferova, Sergey Lavrushkin, Maksim Smirnov, Aleksandr Gushchin, Dmitriy S. Vatolin, Dmitriy L. Kulikov
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- NeurIPS 2022
- Readers: Everyone

Aleksandr Gushchin

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

NIC-RobustBench: A Comprehensive Open-Source Toolkit for Neural Image Compression and Robustness Analysis

BiRQA: Bidirectional Robust Quality Assessment for Images

Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics

Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image-Quality Metrics

Comparing the robustness of modern no-reference image- and video-quality metrics to adversarial attacks

Video compression dataset and benchmark of learning-based video-quality metrics

Video compression dataset and benchmark of learning-based video-quality metrics

Co-Authors