Elena Ryumina

26 papers A 6Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Audio-visual occlusion-robust gender recognition and age estimation approach based on multi-task cross-modal attention.
Expert Syst. Appl.
Maxim Markitantov, Elena Ryumina, Alexey Karpov
2026 J jnl
DEPART: Multi-Task Interpretable Depression and Parkinson's Disease Detection from In-the-Wild Video Data.
Big Data Cogn. Comput.
Elena Ryumina, Alexandr Axyonov, Mikhail Dolgushin, Dmitry Ryumin, Alexey Karpov
2026 J jnl
Multi-lingual approach for multi-modal emotion and sentiment recognition based on triple fusion.
Inf. Fusion
Maxim Markitantov, Elena Ryumina, Anastasia Dvoynikova, Alexey Karpov
2026 J jnl
Team LEYA in 10th ABAW Competition: Multimodal Ambivalence/Hesitancy Recognition Approach.
CoRR
Elena Ryumina, Alexandr Axyonov, Dmitry Sysoev, Timur Abdulkadirov, Kirill Almetov, Yulia Morozova, Dmitry Ryumin
2026 J jnl
Team RAS in 10th ABAW Competition: Multimodal Valence and Arousal Estimation Approach.
CoRR
Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Denis Dresvyanskiy, Alexey Karpov
2025 J jnl
Cross-Lingual Bimodal Emotion Recognition with LLM-Based Label Smoothing.
Big Data Cogn. Comput.
Elena Ryumina, Alexandr Axyonov, Timur Abdulkadirov, Darya Koryakovskaya, Dmitry Ryumin
2025 A conf
Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion.
INTERSPEECH
Maxim Markitantov, Elena Ryumina, Heysem Kaya, Alexey Karpov
2025 J jnl
Multi-corpus emotion recognition method based on cross-modal gated attention fusion.
Pattern Recognit. Lett.
Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Denis Ivanko, Alexey Karpov
2025 J jnl
Team RAS in 9th ABAW Competition: Multimodal Compound Expression Recognition Approach.
CoRR
Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Alexey Karpov
2025 — conf
Zero-Shot Multimodal Compound Expression Recognition Approach Using Off-the-Shelf Large Visual-Language Models.
ICCVW
Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Alexey Karpov
2024 J jnl
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision.
CoRR
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov
2024 J jnl
Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systems.
Expert Syst. Appl.
Dmitry Ryumin, Alexandr Axyonov, Elena Ryumina, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov
2024 J jnl
Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment.
Pattern Recognit. Lett.
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov
2024 J jnl
OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment.
Expert Syst. Appl.
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov
2024 A conf
OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization.
INTERSPEECH
Elena Ryumina, Dmitry Ryumin, Alexey Karpov
2024 — conf
Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion.
CVPR Workshops
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov
2023 J jnl
Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices.
Sensors
Dmitry Ryumin, Denis Ivanko, Elena Ryumina
2023 — conf
EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition.
SPECOM (1)
Denis Ivanko, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov
2023 A conf
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech.
INTERSPEECH
Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov
2022 A conf
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task.
INTERSPEECH
Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov
2022 — conf
Emotional Speech Recognition Based on Lip-Reading.
SPECOM
Elena Ryumina, Denis Ivanko
2022 J jnl
End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild.
Multimodal Technol. Interact.
Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker
2022 J jnl
In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study.
Neurocomputing
Elena Ryumina, Denis Dresvyanskiy, Alexey Karpov
2021 A conf
Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition.
Interspeech
Elena Ryumina, Oxana Verkholyak, Alexey Karpov
2021 A conf
Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech.
Interspeech
Oxana Verkholyak, Denis Dresvyanskiy, Anastasia Dvoynikova, Denis Kotov, Elena Ryumina, Alena Velichko, Danila Mamontov, Wolfgang Minker, Alexey Karpov
2020 J jnl
An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild.
CoRR
Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey A. Karpov, Wolfgang Minker