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Conference and Workshop Papers
- 2024
[c9]Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov:
Disentanglement Learning via Topology. ICML 2024- 2023
- [c8]Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov:
Learning topology-preserving data representations. ICLR 2023 - [c7]Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey I. Nikolenko, Evgeny Burnaev
:
Topological Data Analysis for Speech Processing. INTERSPEECH 2023: 311-315 - [c6]Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Sergey I. Nikolenko, Evgeny Burnaev, Serguei Barannikov, Irina Piontkovskaya:
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts. NeurIPS 2023 - 2022
- [c5]Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Acceptability Judgements via Examining the Topology of Attention Maps. EMNLP (Findings) 2022: 88-107 - [c4]Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev:
Representation Topology Divergence: A Method for Comparing Neural Network Representations. ICML 2022: 1607-1626 - 2021
- [c3]Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov, Ekaterina Artemova, Serguei Barannikov, Alexander Bernstein, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Artificial Text Detection via Examining the Topology of Attention Maps. EMNLP (1) 2021: 635-649 - [c2]Serguei Barannikov, Evgeny Burnaev:
Homological assessment of data representations. ICMV 2021: 120840C - [c1]Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev:
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NeurIPS 2021: 7294-7305
Informal and Other Publications
- 2024
- [i14]Tatiana Gaintseva, Laida Kushnareva, German Magai, Irina Piontkovskaya, Sergey I. Nikolenko, Martin Benning, Serguei Barannikov, Gregory G. Slabaugh:
Improving Interpretability and Robustness for the Detection of AI-Generated Images. CoRR abs/2406.15035 (2024) - [i13]Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov:
Scalar Function Topology Divergence: Comparing Topology of 3D Objects. CoRR abs/2407.08364 (2024) - [i12]Eduard Tulchinskii, Laida Kushnareva, Kristian Kuznetsov, Anastasia Voznyuk, Andrei Andriiainen, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov:
Listening to the Wise Few: Select-and-Copy Attention Heads for Multiple-Choice QA. CoRR abs/2410.02343 (2024) - 2023
- [i11]Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov:
Learning Topology-Preserving Data Representations. CoRR abs/2302.00136 (2023) - [i10]Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey I. Nikolenko, Evgeny Burnaev:
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts. CoRR abs/2306.04723 (2023) - [i9]Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov:
Disentanglement Learning via Topology. CoRR abs/2308.12696 (2023) - [i8]Laida Kushnareva, Tatiana Gaintseva, German Magai, Serguei Barannikov, Dmitry Abulkhanov, Kristian Kuznetsov, Irina Piontkovskaya, Sergey I. Nikolenko:
Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques. CoRR abs/2311.08349 (2023) - 2022
- [i7]Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev:
Representation Topology Divergence: A Method for Comparing Neural Network Representations. CoRR abs/2201.00058 (2022) - [i6]Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Acceptability Judgements via Examining the Topology of Attention Maps. CoRR abs/2205.09630 (2022) - [i5]Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey I. Nikolenko, Evgeny Burnaev:
Topological Data Analysis for Speech Processing. CoRR abs/2211.17223 (2022) - 2021
- [i4]Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev:
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. CoRR abs/2106.04024 (2021) - [i3]Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov, Ekaterina Artemova, Serguei Barannikov, Alexander Bernstein, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Artificial Text Detection via Examining the Topology of Attention Maps. CoRR abs/2109.04825 (2021) - 2020
- [i2]Serguei Barannikov, Grigorii Sotnikov, Ilya Trofimov, Alexander Korotin, Evgeny Burnaev:
Topological obstructions in neural networks learning. CoRR abs/2012.15834 (2020) - 2019
- [i1]Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan, Daniil Emtsev, Evgeny Burnaev:
Barcodes as summary of objective function's topology. CoRR abs/1912.00043 (2019)
Coauthor Index
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