Nikita Balabin

Researcher, Google DeepMind

Joined

September 2021

Names

Nikita Balabin (Preferred)

Emails

****@mxl.ru (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Google DeepMind (deepmind.com)

2025 – Present

PhD student

Skolkovo Institute of Science and Technology (skoltech.ru)

2020 – 2024

MS student

Lomonosov Moscow State University (msu.ru)

2014 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Evgeny Burnaev

2020 – 2024

Expertise

generative modeling

manifold learning

topological data analysis

2020 – Present

computer vision

2020 – Present

bayesian machine learning

diffusion models

2020 – Present

Publications

Disentanglement Learning via Topology
Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
- ICML 2024 Poster
- Readers: Everyone
Disentanglement Learning via Topology
Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
- Submitted to ICLR 2024
- Readers: Everyone
Disentanglement Learning via Topology
Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
- 04 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning Topology-Preserving Data Representations
Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
- 2023 (modified: 23 Feb 2023)
- CoRR 2023
- Readers: Everyone
Learning topology-preserving data representations
Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Representation Topology Divergence: A Method for Comparing Neural Network Representations
Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev
- 2022 (modified: 17 May 2022)
- CoRR 2022
- Readers: Everyone
Representation Topology Divergence: A Method for Comparing Neural Network Representations
Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev
- 2022 (modified: 17 Nov 2022)
- ICML 2022
- Readers: Everyone
Transfer learning for ensembles: reducing computation time and keeping the diversity
Ilya Shashkov, Nikita Balabin, Evgeny Burnaev, Alexey Zaytsev
- 2022 (modified: 17 Nov 2022)
- CoRR 2022
- Readers: Everyone
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting
Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy
- 2022 (modified: 17 Nov 2022)
- CoRR 2022
- Readers: Everyone
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting
Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy
- 2022 (modified: 24 Apr 2023)
- Remote. Sens. 2022
- Readers: Everyone

View all 11 publications

Nikita Balabin

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors