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- IEEE Access 2026 MM-PSYCHE: Multimodal Multitask Psychological Characteristic Estimation through Cross-Domain Semi-Supervised Learning, Elena Ryumina, Alexandr Axyonov, Darya Koryakovskaya, Timur Abdulkadirov, Angelina Egorova, Sergey Fedchin, Alexander Zaburdaev, Iana Salova, Andrey Savchenko, and Dmitry Ryumin
- Big Data and Cognitive Computing 2026 ExPAM: Explainable Personality Assessment Method Using Heterogeneous Linguistic Features and Off-the-Shelf LLMs, Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, and Alexey Karpov
- Multimodal Technologies and Interaction 2026 MAVAGEN: Multimodal Avatar Generation Framework for Personalized Human-Computer Interaction, Alexandr Axyonov, Elena Ryumina, Dmitry Ryumin, and Alexey Karpov
- Big Data and Cognitive Computing 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, and Alexey Karpov
- Machine Learning and Knowledge Extraction 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, and Dmitry Ryumin
- Big Data and Cognitive Computing 2025 Cross-Lingual Bimodal Emotion Recognition with LLM-based Label Smoothing, Elena Ryumina, Alexandr Axyonov, Timur Abdulkadirov, Darya Koryakovskaya, and Dmitry Ryumin
- Pattern Recognition Letters 2025 Multi-Corpus Emotion Recognition Method based on Cross-Modal Gated Attention Fusion, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Denis Ivanko, and Alexey Karpov
- Pattern Recognition Letters 2024 Gated Siamese Fusion Network based on Multimodal Deep and Hand-Crafted Features for Personality Traits Assessment, Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, and Alexey Karpov
- Expert Systems with Applications 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 Kashevnik, and Alexey Karpov
- Expert Systems with Applications 2024 OCEAN-AI Framework with EmoFormer Cross-Hemiface Attention Approach for Personality Traits Assessment, Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, and Alexey Karpov
- Sensors 2023 Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices, Dmitry Ryumin, Elena Ryumina, and Denis Ivanko
- IEEE Access 2021 Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin, Alexey Kashevnik, Igor Lashkov, Alexandr Axyonov, Denis Ivanko, Dmitry Ryumin, Artem Kolchin, and Alexey Karpov
- CVPRW 2026 Ensemble-based Prototype-Augmented Multimodal Fusion for Ambivalence/Hesitancy Recognition, Elena Ryumina, Alexandr Axyonov, Dmitry Sysoev, Timur Abdulkadirov, Kirill Almetov, Yulia Morozova, and Dmitry Ryumin
- CVPRW 2026 From Faces to Behavior Analysis: Adaptive Multimodal Fusion for Valence-Arousal Estimation in-the-Wild, Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Denis Dresvyanskiy, and Alexey Karpov
- ICCVW 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, and Alexey Karpov
- INTERSPEECH 2024 OCEAN-AI: Open Multimodal Framework for Personality Traits Assessment and HR-Processes Automatization, Elena Ryumina, Dmitry Ryumin, and Alexey Karpov
- CVPRW 2024 Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion, Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, and Alexey Karpov
- ICASSP 2024 Audio-Visual Speech Recognition In-the-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-based Method, Alexandr Axyonov, Dmitry Ryumin, Denis Ivanko, Alexey Kashevnik, and Alexey Karpov
- INTERSPEECH 2023 Multimodal Personality Traits Assessment (MuPTA) Corpus: the Impact of Spontaneous and Read Speech, Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, and Alexey Karpov
- INTERSPEECH 2022 DAVIS: Driver's Audio-Visual Speech Recognition, Denis Ivanko, Dmitry Ryumin, Alexey Kashevnik, Alexandr Axyonov, Andrey Kitenko, Igor Lashkov, and Alexey Karpov
- INTERSPEECH 2022 Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task, Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, and Alexey Karpov
- ICMI 2022 MIDriveSafely: Multimodal Interaction for Drive Safely, Denis Ivanko, Alexey Kashevnik, Dmitry Ryumin, Andrey Kitenko, Alexandr Axyonov, Igor Lashkov, and Alexey Karpov
- EUSIPCO 2022 Visual Speech Recognition in a Driver Assistance System, Denis Ivanko, Dmitry Ryumin, Alexey Kashevnik, Alexandr Axyonov, and Alexey Karnov
- LREC 2022 RUSAVIC Corpus: Russian Audio-Visual Speech in Cars, Denis Ivanko, Alexandr Axyonov, Dmitry Ryumin, Alexey Kashevnik, and Alexey Karpov
- LREC 2020 TheRuSLan: Database of Russian Sign language, Ildar Kagirov, Denis Ivanko, Dmitry Ryumin, Alexander Axyonov, and Alexey Karpov
Important
Conference table will be up to date all the time.
| Conference | Year | ||
| 2023 | 2024 | 2025 | |
| Computer Vision (CV) | |||
| CVPR | |||
| ICCV | |||
| ECCV | |||
| WACV | ➖ | ||
| FG | ➖ | ||
| Speech/Signal Processing (SP/SigProc) | |||
| ICASSP | |||
| INTERSPEECH | |||
| ISMIR | ➖ | ➖ | |
| Natural Language Processing (NLP) | |||
| EMNLP | |||
| Machine Learning (ML) | |||
| AAAI | ➖ | ||
| ICLR | ➖ | ||
| ICML | ➖ | ||
| NeurIPS | ➖ | ||
| Topic/Domain | Stars |
|---|---|
| Speech Enhancement |
| Repository | Stars |
|---|---|
| ai-deadlines | |
| SpeechTasks |
| Space |
|---|
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