Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ryumina, Elena, Markitantov, Maxim, Axyonov, Alexandr, Ryumin, Dmitry, Dolgushin, Mikhail, Dresvyanskiy, Denis, Karpov, Alexey
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Team RAS in 9th ABAW Competition: Multimodal Compound Expression Recognition Approach
by: Ryumina, Elena, et al.
Published: (2025)

SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition
by: Dresvyanskiy, Denis, et al.
Published: (2024)

Team LEYA in 10th ABAW Competition: Multimodal Ambivalence/Hesitancy Recognition Approach
by: Ryumina, Elena, et al.
Published: (2026)

Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision
by: Ryumina, Elena, et al.
Published: (2024)

HSEmotion Team at the 6th ABAW Competition: Facial Expressions, Valence-Arousal and Emotion Intensity Prediction
by: Savchenko, Andrey V.
Published: (2024)

HSEmotion Team at ABAW-10 Competition: Facial Expression Recognition, Valence-Arousal Estimation, Action Unit Detection and Fine-Grained Violence Classification
by: Savchenko, Andrey V., et al.
Published: (2026)

Neuromorphic Valence and Arousal Estimation
by: Berlincioni, Lorenzo, et al.
Published: (2024)

Distance-aware Soft Prompt Learning for Multimodal Valence-Arousal Estimation
by: Jung, Byeongjin, et al.
Published: (2026)

TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation
by: Lee, Yubeen, et al.
Published: (2025)

The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition
by: Kollias, Dimitrios, et al.
Published: (2024)

From Affect to Complex Behavior: Advancing Multimodal Human-Centered AI at the 10th ABAW Workshop & Competition
by: Kollias, Dimitrios, et al.
Published: (2026)

Multimodal Fusion Method with Spatiotemporal Sequences and Relationship Learning for Valence-Arousal Estimation
by: Yu, Jun, et al.
Published: (2024)

Stage-Adaptive Reliability Modeling for Continuous Valence-Arousal Estimation
by: Lee, Yubeen, et al.
Published: (2026)

7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition
by: Kollias, Dimitrios, et al.
Published: (2024)

EVA-MED: An Enhanced Valence-Arousal Multimodal Emotion Dataset for Emotion Recognition
by: Huang, Xin, et al.
Published: (2025)

Datasets for Valence and Arousal Inference: A Survey
by: Schneider, Helen, et al.
Published: (2025)

HSEmotion Team at the 7th ABAW Challenge: Multi-Task Learning and Compound Facial Expression Recognition
by: Savchenko, Andrey V.
Published: (2024)

MMVA: Multimodal Matching Based on Valence and Arousal across Images, Music, and Musical Captions
by: Choi, Suhwan, et al.
Published: (2025)

HSEmotion Team at ABAW-8 Competition: Audiovisual Ambivalence/Hesitancy, Emotional Mimicry Intensity and Facial Expression Recognition
by: Savchenko, Andrey V.
Published: (2025)

Improving Personalisation in Valence and Arousal Prediction using Data Augmentation
by: Nwadike, Munachiso, et al.
Published: (2024)

MAVEN: Multi-modal Attention for Valence-Arousal Emotion Network
by: Ahire, Vrushank, et al.
Published: (2025)

Multimodal Emotion Regression with Multi-Objective Optimization and VAD-Aware Audio Modeling for the 10th ABAW EMI Track
by: Huang, Jiawen, et al.
Published: (2026)

Mamba-VA: A Mamba-based Approach for Continuous Emotion Recognition in Valence-Arousal Space
by: Liang, Yuheng, et al.
Published: (2025)

Breaking Bad: Norms for Valence, Arousal, and Dominance for over 10k English Multiword Expressions
by: Mohammad, Saif M.
Published: (2025)

Solution to the 10th ABAW Expression Recognition Challenge: A Robust Multimodal Framework with Safe Cross-Attention and Modality Dropout
by: Yu, Jun, et al.
Published: (2026)

Data Augmentation for 3DMM-based Arousal-Valence Prediction for HRI
by: Cruz, Christian Arzate, et al.
Published: (2024)

Learning Arousal-Valence Representation from Categorical Emotion Labels of Speech
by: Zhou, Enting, et al.
Published: (2023)

Emotion-Aware Design: Modulating Valence, Arousal, and Dominance in Communication via Design
by: Cao, Shixiong, et al.
Published: (2025)

Valence-Arousal Subspace in LLMs: Circular Emotion Geometry and Multi-Behavioral Control
by: Sun, Lihao, et al.
Published: (2026)

Improved Text Emotion Prediction Using Combined Valence and Arousal Ordinal Classification
by: Mitsios, Michael, et al.
Published: (2024)

EmotiCrafter: Text-to-Emotional-Image Generation based on Valence-Arousal Model
by: Dang, Shengqi, et al.
Published: (2025)

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data
by: Karpov, Dmitry
Published: (2026)

Beyond Discrete Categories: Multi-Task Valence-Arousal Modeling for Pet Vocalization Analysis
by: Huang, Junyao, et al.
Published: (2025)

The Predominant Role of Musical Valence Over Arousal in Pain Modulation: A Psychophysiological Study
by: Veronika Diaz Abrahan, et al.
Published: (2025)

Event‐Related Potentials to Facial Expressions Are Related to Stimulus‐Level Perceived Arousal and Valence
by: Amie J. Durston, et al.
Published: (2025)

Enhancing Facial Expression Recognition through Dual-Direction Attention Mixed Feature Networks: Application to 7th ABAW Challenge
by: Cabacas-Maso, Josep, et al.
Published: (2024)

Zero-shot Compound Expression Recognition with Visual Language Model at the 6th ABAW Challenge
by: Wang, Jiahe, et al.
Published: (2024)

Enhancing Facial Expression Recognition through Dual-Direction Attention Mixed Feature Networks and CLIP: Application to 8th ABAW Challenge
by: Cabacas-Maso, Josep, et al.
Published: (2025)

Beyond Vision: How Large Language Models Interpret Facial Expressions from Valence-Arousal Values
by: Mehra, Vaibhav, et al.
Published: (2025)

Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination
by: Cho, Young-Min, et al.
Published: (2024)