M.Sc. Denis Dresvyanskiy

Research

PhD Thesis

Embedded Aigaion Query

Affect Recognition in Cooperative Human-Robot Interaction

Embedded Aigaion Query 2022

D. Dresvyanskiy, E. Ryumina, H. Kaya, M. Markitantov, A. Karpov and W. Minker
End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild
Multimodal Technologies and Interaction, Vol. 6, Num. 2, pp. 11, 2022
Link to Document
Bibtex

2021

D. Dresvyanskiy, W. Minker and A. Karpov
Deep Learning Based Engagement Recognition in Highly Imbalanced Data
Springer, International Conference on Speech and Computer, pp. 166-178, 2021
Link to Document
Bibtex

O. Verkholyak, D. Dresvyanskiy, A. Dvoynikova, D. Kotov, E. Ryumina, A. Velichko, D. Mamontov, W. Minker and A. Karpov
Ensemble-within-ensemble classification for escalation prediction from speech
INTERSPEECH, pp. 481-485, 2021
Link to Document
DOI
Bibtex

2020

D. Dresvyanskiy, T. Karaseva, V. Makogin, S. Mitrofanov, C. Redenbach and E. Spodarev

Statistics and Computing, Vol. 30, Num. 4, pp. 817-837, 2020
Link to Document
Bibtex

D. Dresvyanskiy, E. Ryumina, H. Kaya, M. Markitantov, A. Karpov and W. Minker
An audio-video deep and transfer learning framework for multimodal emotion recognition in the wild
arXiv preprint arXiv:2010.03692, 2020
Link to Document
Bibtex

D. Dresvyanskiy, O. Semenkina and P. Evgeny
Cooperative ant colony optimization for a hierarchical scheduling problem
IOP Conference Series: Materials Science and Engineering, Vol. 734, Num. 1, 2020
Link to Document
Bibtex

M. Markitantov, D. Dresvyanskiy, D. Mamontov, H. Kaya, W. Minker and A. Karpov
Ensembling end-to-end deep models for computational paralinguistics tasks: ComParE 2020 Mask and Breathing Sub-challenges
pp. 2072-2076, 2020
Link to Document
Bibtex

2019

D. Dresvyanskiy, T. Karaseva, S. Mitrofanov, C. Redenbach, S. Schwaar, V. Makogin and E. Spodarev
Аpplication of clustering methods to anomaly detection in fibrous media
IOP Conference Series: Materials Science and Engineering, Vol. 537, pp. 7, June 2019
Link to Document
DOI
Bibtex

H. Kaya, D. Fedotov, D. Dresvyanskiy, M. Doyran, D. Mamontov, M. Markitantov, A. Salah, E. Kavcar, A. Karpov and A. Ali Salah
Predicting depression and emotions in the cross-roads of cultures, para-linguistics, and non-linguistics
2019
Link to Document
DOI
Bibtex

Research Assistant