Ryumina Elena Vitalevna
Position
Senior researcher
Qualification
PhD
Socials
Publications
2026
Markitantov Maxim, Ryumina Elena, Karpov Alexey. Audio-Visual Occlusion-Robust Gender Recognition and Age Estimation Approach Based on Multi-Task Cross-Modal Attention // Expert Systems with Applications. 2026. vol. 296, Part A, 127473.
More
2025
Markitantov Maxim, Ryumina Elena, Kaya Heysem, Karpov Alexey. Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion // In Proc. 26th International Conference INTERSPEECH 2025. ISCA, Rotterdam, Netherlands, 2025. pp. 3010–3014.
More
Ryumina Elena, Ryumin Dmitry, Axyonov Alexandr, Ivanko Denis, Karpov Alexey. Multi-Corpus Emotion Recognition Method based on Cross-Modal Gated Attention Fusion // Pattern Recognition Letters. 2025. vol. 190. pp. 192–200.
More
Ryumina Elena, Axyonov Alexandr, Abdulkadirov Timur, Koryakovskaya Darya, Ryumin Dmitry. Cross-Lingual Bimodal Emotion Recognition with LLM-Based Label Smoothing // Big Data and Cognitive Computing. 2025. vol. 9, 285.
More
Axyonov A.A., Ryumina E.V., Ryumin D.A. A method for generating digital avatar animation with speech and non-verbal synchronization based on bimodal data // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2025. Vol. 25, No. 4. pp. 651–662.
More
Ryumina Elena, Ryumin Dmitry, Ivanko Denis. G-MAE: Gesture-aware Masked Autoencoder for Human-Machine Interaction // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences / Proc. PSBB 2025. Moscow, 2025. vol. XLVIII-2/W9-2025. pp. 241–248.
More
Ryumina Elena, Markitantov Maxim, Axyonov Alexandr, Ryumin Dmitry, Dolgushin Mikhail, Karpov Alexey. Zero-Shot Multimodal Compound Expression Recognition Approach using Off-the-Shelf Large Visual-Language Models // Proc. IEEE/CVF International Conference on Computer Vision (ICCV 2025) Workshops, 9th ABAW Workshop, USA, 2025. pp. 71–79.
More