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  1. 2024

  2. Wav2vec2 Without Attention: Do You Need Hopfield Networks for Self-Supervised Learning of Speech Representations?

    Grebenkin, D. & Bondarenko, I., Oct 2024, In: Journal of Mathematical Sciences (United States). 285, 1, p. 28-35 8 p.

    Research output: Contribution to journal › Article › peer-review

  3. Система распознавания речевых команд в клиент-серверной архитектуре на базе глубоких нейросетей с возможностью быстрой (без обучения) адаптации под специализированные словари команд

    Бондаренко, И., Мартиросян, С. А., Гребенкин, Д. В., Кондрашук, В. В., Болдинов, А. К. & Паульс, А. Е., 5 Feb 2024, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2024612715, 22 Jan 2024, Priority date 22 Jan 2024, Priority No. 2024610873

    Research output: Patent › Software registration

  4. 2023

  5. Safe Pretraining of Deep Language Models in a Synthetic Pseudo-Language

    Gorbacheva, T. E. & Bondarenko, I. Y., Dec 2023, In: Doklady Mathematics. 108, Suppl 2, p. S494-S502 9 p.

    Research output: Contribution to journal › Article › peer-review

  6. 2022

  7. Contrastive fine-tuning to improve generalization in deep NER

    Bondarenko, I., 15 Jun 2022, In: Komp'juternaja Lingvistika i Intellektual'nye Tehnologii. 21, p. 70-80 11 p., 8.

    Research output: Contribution to journal › Article › peer-review

  8. 2021

  9. More layers! End-to-end regression and uncertainty on tabular data with deep learning

    Бондаренко, И., 7 Dec 2021, 12 p. (arXiv)

    Research output: Book/Report › Preprint

  10. Масштабируемая система автоматического распознавания русской разговорной речи ASR-NSU-AI

    Тучинов, Б. Н., Бондаренко, И. Ю., Павловский, Е. Н., Носенко, Д. И., Кучуганова, С. Е. & Баушенко, М. А., 12 May 2021, Новосибирский государственный университет, Patent No. 46, Priority date 29 Apr 2021

    Research output: Patent › Know-how registration

  11. Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition

    Yakovenko, O. & Bondarenko, I., 2021, Recent Trends in Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Revised Supplementary Proceedings. van der Aalst, W. M., Batagelj, V., Buzmakov, A., Ignatov, D. I., Kalenkova, A., Khachay, M., Koltsova, O., Kutuzov, A., Kuznetsov, S. O., Lomazova, I. A., Loukachevitch, N., Makarov, I., Napoli, A., Panchenko, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 115-126 12 p. (Communications in Computer and Information Science; vol. 1357 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  12. 2020

  13. Система определения мнений из открытых источников

    Тучинов, Б. Н., Pavlovskiy, E., Бондаренко, И. & Паульс, А. Е., 29 Dec 2020, Новосибирский государственный университет, Patent No. 45, Priority date 28 Dec 2020

    Research output: Patent › Know-how registration

  14. Using Few-Shot Learning Techniques for Named Entity Recognition and Relation Extraction

    Bondarenko, I., Berezin, S., Pauls, A., Batura, T., Rubtsova, Y. & Tuchinov, B., 14 Nov 2020, Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020. Novosibirsk, Russia: Institute of Electrical and Electronics Engineers Inc., p. 58-65 8 p. 9303192. (Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  15. Convolutional Variational Autoencoders for Audio Feature Representation in Speech Recognition Systems

    Yakovenko, O. & Bondarenko, I., 2020, Theory and Practice of Natural Computing - 9th International Conference, TPNC 2020, Proceedings. Martín-Vide, C., Vega-Rodríguez, M. A. & Yang, M-S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-66 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12494 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

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