Daniil Cherniavskii

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 12

Top Topics

Data Representation

Natural Scene Images

Intrinsic Dimension

Top Venues

Publications

Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey Nikolenko, Evgeny Burnaev
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts. CoRR (2023)
Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
Learning topology-preserving data representations. ICLR (2023)
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)
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)
Elizaveta Kostenok, Daniil Cherniavskii, Alexey Zaytsev
Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices. CoRR (2023)
Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
Learning Topology-Preserving Data Representations. CoRR (2023)
Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey Nikolenko, Evgeny Burnaev
Topological Data Analysis for Speech Processing. CoRR (2022)
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 (2022)
Tatiana Shamardina, Vladislav Mikhailov, Daniil Cherniavskii, Alena Fenogenova, Marat Saidov, Anastasiya Valeeva, Tatiana Shavrina, Ivan Smurov, Elena Tutubalina, Ekaterina Artemova
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian. CoRR (2022)
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)
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 (2021)
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)