Balabin, Nikita

3 publications

ICML 2024 Disentanglement Learning via Topology Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov

ICLR 2023 Learning Topology-Preserving Data Representations Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov

ICML 2022 Representation Topology Divergence: A Method for Comparing Neural Network Representations. Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev