Ryumin Dmitry Alexandrovich
Position
Senior researcher
Qualification
PhD
Socials
Publications
2025
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.
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Shilov Nikolay, Ponomarev Andrew, Ryumin Dmitry, Karpov Alexey. Generative Adversarial Framework with Composite Discriminator for Organization and Process Modelling—Smart City Cases // Smart Cities. 2025. vol. 8(2), 38.
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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.
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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.
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Zaburdaev Alexander, Ivanko Denis, Ryumin Dmitry. CrossMP-SENet: Transformer-Based Cross-Attention for Joint Magnitude-Phase Speech Enhancement // Lecture Notes in Computer Science / Proc. SPECOM 2025, Szeged, Hungary. 2026. vol. 16188. pp. 174–188.
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Ryumin Dmitry, Egorova Angelina. MoDeG-Prompt: Depth-Enhanced Multimodal Gesture Recognition with Dynamic Cross-Modal Prompting for Few-Shot Learning // Communications in Computer and Information Science / Proc. 28th International Conference “Internet and Modern Society” IMS 2025. St. Petersburg, 2026. vol. 2672. pp. 347–360.
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Axyonov Alexandr, Dolgushin Mikhail, Ryumin Dmitry. NeRF-LipSync: A Diffusion Model for Speech-Driven and View-Consistent Lip Synchronization in Digital Avatars // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences / Proc. 6th International Workshop PSBB 2025. Moscow, 2025. vol. XLVIII-2/W9-2025. pp. 25–31.
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