Posts by Collection

Portfolio item number 1

Portfolio item number 2

On the Memorization Properties of Contrastive Learning

[Re] “Towards Understanding Grokking”

To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning

Where Do Large Learning Rates Lead Us? A Feature Learning Perspective

Where Do Large Learning Rates Lead Us?

On the Memorization Properties of Contrastive Learning

Self-supervised Pre-training with Masked Image Modeling

To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning

Machine Learning

For 3rd year bachelors at Faculty of Computer Science, HSE University
Role: seminars, practical classes
Years: 2021/2022
github / course page

Self-supervised Learning

For 4th year bachelors at Faculty of Computer Science, HSE University
Role: course author, lectures, practical classes
Years: 2022/2023
github / course page

Intro to Deep Learning

For 3rd year bachelors at Faculty of Computer Science, HSE University
Role: lectures, practical classes
Years: 2021/2022, 2022/2023, 2023/2024
github / course page

Large Scale Deep Learning Models

For 2nd year masters at Constructor University, Bremen
Role: course author, lectures, practical classes
Years: 2024
github