In Russian

Self-driving: Introduction, Challenges and Open Questions
Overview of the Autonomy Stack, problems of its Behavior side, and possible ways to solve it.
May 25, 2023 12:00 AM Deep Learning School
Aleksandr Petiushko Александр Петюшко
Slides Video Stream In Russian
Self-driving: Introduction, Challenges and Open Questions
Interviews in AI
Overview of the Interview sessions and needed competencies and skills in the AI Industry.
Feb 11, 2022 9:30 AM HSE International Centre Webinars
Aleksandr Petiushko Александр Петюшко
Slides In Russian
Interviews in AI
Industry in AI
Overview of the Industrial Labor Market in the AI field.
Feb 11, 2022 9:00 AM HSE International Centre Webinars
Aleksandr Petiushko Александр Петюшко
Slides In Russian
Industry in AI
CNN Adversarial Robustness in the Real World
A holistic overview of Adversarial Robustness, including digital and real world, mostly for the face detection and identification.
Apr 15, 2021 12:00 AM Lobachevsky University
Aleksandr Petiushko Александр Петюшко
Slides Talk Interview In Russian
CNN Adversarial Robustness in the Real World
CNN Robustness research: Application to face detectors and face ID systems
A short overview of Adversarial Robustness, in both digital and real world, explicitly for the face detection and identification.
Feb 4, 2021 12:00 AM OpentTalks.AI 2021
Aleksandr Petiushko Александр Петюшко
Slides Slides (In Russian)
CNN Robustness research: Application to face detectors and face ID systems
Artificial Intelligence: Problems and Prospects
Fireside chat of the Mathematical Theory of Intelligent Systems chair about the Artificial Intelligence.
Valery Kudryavtsev, Vadim Kozlov, Aleksandr Ryzhov, Ivan Mazurenko, Grigory Bokov, Aleksandr Petiushko Александр Петюшко
PDF Cite Source Document In Russian
Artificial Intelligence: Problems and Prospects
CNN Robustness Research. The Theory
A post about the Convolution Neural Networks, their brittleness w.r.t. adversarial attacks, and the theory behind it.
Aleksandr Petiushko Александр Петюшко
Aug 12, 2020 1 min read In Russian
CNN Robustness Research. The Theory
Application of Adversarial Machine Learning to Analyze the NN Robustness in the Real World
Effect of Adversarial ML on Real-World Robustness for Computer Vision (face detection and identification).
Jun 26, 2020 12:00 AM Spice IT Meetup
Aleksandr Petiushko Александр Петюшко
Slides Video In Russian
Application of Adversarial Machine Learning to Analyze the NN Robustness in the Real World
Adversarial Machine Learning in Real World
Analysis of Adversarial ML for Real-World Applications.
May 29, 2020 12:00 AM SPbSU Chebyshev Seminars
Aleksandr Petiushko Александр Петюшко
Slides Video In Russian
Adversarial Machine Learning in Real World
Adversarial Machine Learning
Light introduction for students about the research problem of Adversarial ML.
Oct 12, 2019 12:00 AM Lomonosov MSU, Science Festival
Aleksandr Petiushko Александр Петюшко
Slides Video (In Russian) In Russian
Adversarial Machine Learning