Markitantov Maxim Viktorovich
Position
Senior researcher
Qualification
PhD
Socials
Publications
2026
Markitantov Maxim, Ryumina Elena, Karpov Alexey. Audio-Visual Occlusion-Robust Gender Recognition and Age Estimation Approach Based on Multi-Task Cross-Modal Attention // Expert Systems with Applications. 2026. vol. 296, Part A, 127473.
More
2025
Markitantov Maxim, Ryumina Elena, Kaya Heysem, Karpov Alexey. Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion // In Proc. 26th International Conference INTERSPEECH 2025. ISCA, Rotterdam, Netherlands, 2025. pp. 3010–3014.
More
Ryumina Elena, Markitantov Maxim, Axyonov Alexandr, Ryumin Dmitry, Dolgushin Mikhail, Karpov Alexey. Zero-Shot Multimodal Compound Expression Recognition Approach using Off-the-Shelf Large Visual-Language Models // Proc. IEEE/CVF International Conference on Computer Vision (ICCV 2025) Workshops, 9th ABAW Workshop, USA, 2025. pp. 71–79.
More
2024
Dresvyanskiy D., Markitantov M., Yu J., Kaya H., Karpov A. Multi-modal Arousal and Valence Estimation under Noisy Conditions // IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2024. pp. 4773-4783.
Ryumina E., Markitantov M., Ryumin D., Kaya H., Karpov A. Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion // IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2024. pp. 4752-4760.
Ryumina E., Markitantov M., Ryumin D., Karpov A. OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment // Expert Systems with Applications. 2024. vol. 239. ID 122441.
Ryumina E., Markitantov M., Ryumin D., Karpov A. Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment // Pattern Recognition Letters. 2024. vol. 185. pp. 45-51.