Elena Ryumina

According to our database, Elena Ryumina authored at least 28 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Team RAS in 10th ABAW Competition: Multimodal Valence and Arousal Estimation Approach.

Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Denis Dresvyanskiy, Alexey Karpov

CoRR, March, 2026

Team LEYA in 10th ABAW Competition: Multimodal Ambivalence/Hesitancy Recognition Approach.

Elena Ryumina, Alexandr Axyonov, Dmitry Sysoev, Timur Abdulkadirov, Kirill Almetov, Yulia Morozova, Dmitry Ryumin

CoRR, March, 2026

MAVAGEN: Multimodal Avatar Generation Framework for Personalized Human-Computer Interaction.

Alexandr Axyonov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov

Multimodal Technol. Interact., 2026

SSL-MEPR: A Semi-Supervised Multi-Task Cross-Domain Learning Framework for Multimodal Emotion and Personality Recognition.

Elena Ryumina, Alexandr Axyonov, Darya Koryakovskaya, Timur Abdulkadirov, Angelina Egorova, Sergey Fedchin, Alexander Zaburdaev, Dmitry Ryumin

Mach. Learn. Knowl. Extr., 2026

Multi-lingual approach for multi-modal emotion and sentiment recognition based on triple fusion.

Maxim Markitantov, Elena Ryumina, Anastasia Dvoynikova, Alexey Karpov

Inf. Fusion, 2026

Audio-visual occlusion-robust gender recognition and age estimation approach based on multi-task cross-modal attention.

Maxim Markitantov, Elena Ryumina, Alexey Karpov

Expert Syst. Appl., 2026

DEPART: Multi-Task Interpretable Depression and Parkinson's Disease Detection from In-the-Wild Video Data.

Elena Ryumina, Alexandr Axyonov, Mikhail Dolgushin, Dmitry Ryumin, Alexey Karpov

Big Data Cogn. Comput., 2026

2025

Team RAS in 9th ABAW Competition: Multimodal Compound Expression Recognition Approach.

Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Alexey Karpov

CoRR, July, 2025

Multi-corpus emotion recognition method based on cross-modal gated attention fusion.

Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Denis Ivanko, Alexey Karpov

Pattern Recognit. Lett., 2025

Cross-Lingual Bimodal Emotion Recognition with LLM-Based Label Smoothing.

Elena Ryumina, Alexandr Axyonov, Timur Abdulkadirov, Darya Koryakovskaya, Dmitry Ryumin

Big Data Cogn. Comput., 2025

Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion.

Maxim Markitantov, Elena Ryumina, Heysem Kaya, Alexey Karpov

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Zero-Shot Multimodal Compound Expression Recognition Approach Using Off-the-Shelf Large Visual-Language Models.

Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Alexey Karpov

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment.

Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov

Pattern Recognit. Lett., 2024

OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment.

Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov

Expert Syst. Appl., 2024

Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systems.

Dmitry Ryumin, Alexandr Axyonov, Elena Ryumina, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov

Expert Syst. Appl., 2024

Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision.

Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov

CoRR, 2024

OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization.

Elena Ryumina, Dmitry Ryumin, Alexey Karpov

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion.

Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices.

Dmitry Ryumin, Denis Ivanko, Elena Ryumina

Sensors, February, 2023

EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition.

Denis Ivanko, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov

Proceedings of the Speech and Computer - 25th International Conference, 2023

Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech.

Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild.

Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker

Multimodal Technol. Interact., 2022

In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study.

Elena Ryumina, Denis Dresvyanskiy, Alexey Karpov

Neurocomputing, 2022

Emotional Speech Recognition Based on Lip-Reading.

Elena Ryumina, Denis Ivanko

Proceedings of the Speech and Computer - 24th International Conference, 2022

Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task.

Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech.

Oxana Verkholyak, Denis Dresvyanskiy, Anastasia Dvoynikova, Denis Kotov, Elena Ryumina, Alena Velichko, Danila Mamontov, Wolfgang Minker, Alexey Karpov

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition.

Elena Ryumina, Oxana Verkholyak, Alexey Karpov

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild.

Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey A. Karpov, Wolfgang Minker

CoRR, 2020