Overview | Dr.Alex

Self-driving: Introduction, Challenges and Open Questions

Thu, 25 May 2023 00:00:00 +0000

I was invited by Deep Learning School to make a presentation about the current landscape of research in Autonomous Driving Area.

Autonomy: Introduction of ML for High School

Fri, 28 Apr 2023 00:00:00 +0000

Presentation done for students of Mountain View High School with the overview of the Autonomy Stack, related problems, and possible new jobs that students can face in the future.

Certified Robustness: Fundamentals and Challenges

Tue, 24 Jan 2023 18:00:00 +0000

Presentation made for webinars’ stream of NTR LABS.

Interviews in AI

Fri, 11 Feb 2022 09:30:00 +0000

Industry in AI

Fri, 11 Feb 2022 09:00:00 +0000

Trends in AI: Multi-modality, Multi-tasking, Effectiveness

Thu, 27 Jan 2022 00:00:00 +0000

I was invited by the UpGreat Technology Contests to make a presentation about the current landscape of research in Generative AI during the closing of the Read//Able Contest.

Effective Multi-modal Multi-task models

Wed, 24 Nov 2021 00:00:00 +0000

I was invited by the Sirius Educational Center to make a presentation about the current landscape of research in Generative AI during the Machine Learning and Artificial Intelligence Technologies Workshop.

Neural Tangent Kernel: Introduction

Tue, 03 Aug 2021 00:00:00 +0000

I was invited by the Sirius Educational Center to make a presentation about the basics and important problems of NTK AI during the Summer school on Modern Methods for Information Theory, Optimization and Control. Program. Also, I served there as a Huawei representative leading the research track related to self-driving (prediction task).

Overview of Self-Driving Vehicle Stack of Technologies

Fri, 23 Jul 2021 00:00:00 +0000

I was invited by the Sirius Educational Center to make a presentation about the fundamentals and challenges of Self-driving stack during the Summer school on Modern Methods for Information Theory, Optimization and Control. Program. Also, I served there as a Huawei representative leading the research track related to self-driving (prediction task).

Certified Robustness in High Dimensions

Thu, 29 Apr 2021 00:00:00 +0000

I was invited by Maxim Panov to make a presentation about the certified robustness and related concepts during the scientific seminars.

CNN Robustness research: Application to face detectors and face ID systems

Thu, 04 Feb 2021 00:00:00 +0000

I was invited to make a presentation at OpenTalks.AI about the advances in adversarial robustness for face detection and identification: SpeakerDeck presentation.

CNN Robustness research. Application to face detectors and face ID systems

Tue, 01 Dec 2020 00:00:00 +0000

I made the presentation about the adversarial robustness theory and our publications in this area during the Huwei Workshop.

Certified Robustness for modern NN

Sun, 24 May 2020 00:00:00 +0000

I was invited by HSE and SkolTech Universities to make a presentation during the Statistical Learning Olympiad.

Deep Learning methods for Computer Vision (updated)

Tue, 16 Apr 2019 00:00:00 +0000

Deep Learning methods for Computer Vision

Fri, 23 Nov 2018 00:00:00 +0000

Neural Nets recent success and introduction to FaceID

Tue, 20 Mar 2018 00:00:00 +0000

Neural Nets recent success

Fri, 17 Mar 2017 00:00:00 +0000