| 2025 | ICCV | 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 |
| 2025 | Interspeech | Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion. | Maxim Markitantov, Elena Ryumina, Heysem Kaya, Alexey Karpov |
| 2024 | CVPR | Multi-modal Arousal and Valence Estimation under Noisy Conditions. | Denis Dresvyanskiy, Maxim Markitantov, Jiawei Yu, Heysem Kaya, Alexey Karpov |
| 2024 | CVPR | Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion. | Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov |
| 2023 | Interspeech | Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech. | Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov |
| 2022 | Interspeech | Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. | Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov |
| 2022 | Interspeech | Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework. | Alena Velichko, Maxim Markitantov, Heysem Kaya, Alexey Karpov |
| 2020 | ICMI | Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds. | Heysem Kaya, Oxana Verkholyak, Maxim Markitantov, Alexey Karpov |
| 2020 | Interspeech | Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges. | Maxim Markitantov, Denis Dresvyanskiy, Danila Mamontov, Heysem Kaya, Wolfgang Minker, Alexey Karpov |