Overview

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
CNN Robustness research. Application to face detectors and face ID systems
A short overview of Adversarial Robustness concentrated around the theoretic aspects.
Dec 1, 2020 12:00 AM Huawei Workshop on DL Theory
Aleksandr Petiushko Александр Петюшко
Certified Robustness for modern NN
The overview of certified robustness problems.
May 24, 2020 12:00 AM HSE/SkolTech, Statistical Learning Olympiad
Aleksandr Petiushko Александр Петюшко
Slides
Certified Robustness for modern NN
Deep Learning methods for Computer Vision (updated)
Overview of advances in Computer Vision obtained by Deep Learning methods.
Apr 16, 2019 12:00 AM Lomonosov MSU, Career Day
Aleksandr Petiushko Александр Петюшко
Slides In Russian
Deep Learning methods for Computer Vision (updated)
Deep Learning methods for Computer Vision
Overview of advances in Computer Vision and presentation of new ML and Computer Vision courses.
Nov 23, 2018 12:00 AM Lomonosov MSU, ML Course Intro
Aleksandr Petiushko Александр Петюшко, Ilya Ivanov
Slides Video In Russian
Deep Learning methods for Computer Vision
Neural Nets recent success and introduction to FaceID
Overview of advances in Neural Nests, Deep Learning, and Introduction to FaceID.
Mar 20, 2018 12:00 AM Lomonosov MSU, MM Faculty Lecture
Aleksandr Petiushko Александр Петюшко
Slides In Russian
Neural Nets recent success and introduction to FaceID
Neural Nets recent success
Overview of advances in Neural Nests and Deep Learning.
Mar 17, 2017 12:00 AM Lomonosov MSU, MM Faculty Lecture
Aleksandr Petiushko Александр Петюшко
Slides In Russian
Neural Nets recent success