Artificial Text Detection via Examining the Topology of Attention Maps. - Laida Kushnareva; Daniil Cherniavskii; Vladislav Mikhailov; Ekaterina Artemova; Serguei Barannikov; Alexander Bernstein; Irina Piontkovskaya; Dmitri Piontkovski; Evgeny Burnaev (EMNLP (1), 2021)

Acceptability Judgements via Examining the Topology of Attention Maps. - Daniil Cherniavskii; Eduard Tulchinskii; Vladislav Mikhailov; Irina Proskurina; Laida Kushnareva; Ekaterina Artemova; Serguei Barannikov; Irina Piontkovskaya; Dmitri Piontkovski; Evgeny Burnaev (EMNLP (Findings), 2022)

Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian. - Tatiana Shamardina; Vladislav Mikhailov; Daniil Cherniavskii; Alena Fenogenova; Marat Saidov; Anastasiya Valeeva; Tatiana Shavrina; Ivan Smurov; Elena Tutubalina; Ekaterina Artemova (CoRR, 2022)

Learning topology-preserving data representations. - Ilya Trofimov; Daniil Cherniavskii; Eduard Tulchinskii; Nikita Balabin; Evgeny Burnaev; Serguei Barannikov (ICLR, 2023)

Topological Data Analysis for Speech Processing. - Eduard Tulchinskii; Kristian Kuznetsov; Laida Kushnareva; Daniil Cherniavskii; Serguei Barannikov; Irina Piontkovskaya; Sergey I. Nikolenko; Evgeny Burnaev (INTERSPEECH, 2023)

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts. - Eduard Tulchinskii; Kristian Kuznetsov; Laida Kushnareva; Daniil Cherniavskii; Sergey I. Nikolenko; Evgeny Burnaev; Serguei Barannikov; Irina Piontkovskaya (NeurIPS, 2023)

Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices. - Elizaveta Kostenok; Daniil Cherniavskii; Alexey Zaytsev 002 (CoRR, 2023)

Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments. - Chenyu Zhang; Daniil Cherniavskii; Andrii Zadaianchuk; Antonios Tragoudaras; Antonios Vozikis; Thijmen Nijdam; Derck W. E. Prinzhorn; Mark Bodracska; Nicu Sebe; Efstratios Gavves (CoRR, 2025)