Applying Variational Circuits in Deep Learning Architectures for Improving Discriminative Power of Speaker Embeddings

Blankson, R. & Pavlovskiy, E., 2022, Proceedings of International Conference on Data Science and Applications, ICDSA 2021. Saraswat, M., Roy, S., Chowdhury, C. & Gandomi, A. H. (eds.). Springer Nature Singapore ed. Singapore: Springer, Vol. 287. p. 483-492 10 p. (Lecture Notes in Networks and Systems; vol. 287).

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

Automated Classification of Potentially Insulting Speech Acts on Social Network Sites

Komalova, L., Glazkova, A., Morozov, D., Epifanov, R., Motovskikh, L. & Mayorova, E., 2022, Digital Transformation and Global Society - 6th International Conference, DTGS 2021, Revised Selected Papers. Alexandrov, D. A., Chugunov, A. V., Kabanov, Y., Koltsova, O., Musabirov, I., Pashakhin, S., Boukhanovsky, A. V. & Chugunov, A. V. (eds.). Springer, p. 365-374 10 p. (Communications in Computer and Information Science; vol. 1503 CCIS).

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Brain Tumor Segmentation with Self-supervised Enhance Region Post-processing

Pnev, S., Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer, p. 267-275 9 p. 24. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12963 LNCS).

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Cascaded Training Pipeline for 3D Brain Tumor Segmentation

Luu, M. S. K. & Pavlovskiy, E., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer, p. 410-420 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12962 LNCS).

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How Fast Can the Uniform Capacitated Facility Location Problem Be Solved on Path Graphs

Ageev, A., Gimadi, E. & Shtepa, A., 2022, Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Revised Selected Papers. Burnaev, E., Ivanov, S., Panchenko, A., Ignatov, D. I., Kuznetsov, S. O., Khachay, M., Koltsova, O., Kutuzov, A., Loukachevitch, N., Napoli, A., Pardalos, P. M., Saramäki, J., Savchenko, A. V., Tsymbalov, E. & Tutubalina, E. (eds.). Springer, p. 303-314 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13217 LNCS).

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Image Classification by Neural Network on Crossbars with Memristor Defects

Tarkov, M. S. & Yatsko, E. A., 2022, 2022 IEEE International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON). Institute of Electrical and Electronics Engineers Inc., p. 1380-1384 5 p.

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

Improving Brain Tumor Multiclass Classification With Semantic Features

Sao Khue, L. M. & Pavlovskiy, E., 2022, Proceedings - 2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2022. Institute of Electrical and Electronics Engineers Inc., p. 150-154 5 p. (Proceedings - 2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2022).

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Multi-Class Brain Tumor Segmentation via 3d and 2d Neural Networks

Pnev, S., Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

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

Neuro-Symbolic Architecture for Experiential Learning in Discrete and Functional Environments

Kolonin, A., 2022, Artificial General Intelligence - 14th International Conference, AGI 2021, Proceedings. Goertzel, B., Iklé, M. & Potapov, A. (eds.). 1 ed. Springer, p. 106-115 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13154 LNAI).

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On Several Edge-Disjoint MSTs with Given Diameter in Undirected Graph with Exponentially Distributed Edge Weights

Gimadi, E. K., Shevyakov, A. S. & Shtepa, A. A., 2022, Recent Trends in Analysis of Images, Social Networks and Texts - 10th International Conference, AIST 2021, Revised Selected Papers. Burnaev, E., Ivanov, S., Panchenko, A., Ignatov, D. I., Kuznetsov, S. O., Khachay, M., Koltsova, O., Kutuzov, A., Loukachevitch, N., Napoli, A., Pardalos, P. M., Saramäki, J., Savchenko, A. V., Tsymbalov, E. & Tutubalina, E. (eds.). Springer, p. 195-206 12 p. (Communications in Computer and Information Science; vol. 1573 CCIS).

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

Representative Elementary Volume via Averaged Scalar Minkowski Functionals

Andreeva, M. V., Kalyuzhnyuk, A. V., Krutko, V. V., Russkikh, N. E. & Taimanov, I. A., 2022, Advanced Problem in Mechanics II - Proceedings of the 48th International Summer School-Conference “Advanced Problems in Mechanics”, 2020. Indeitsev, D. A. & Krivtsov, A. M. (eds.). 1 ed. Springer, p. 533-539 7 p. (Lecture Notes in Mechanical Engineering).

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