2 papers
cs.MM2026
Stage-Adaptive Reliability Modeling for Continuous Valence-Arousal Estimation
Yubeen Lee, Sangeun Lee, Junyeop Cha +1
Continuous valence-arousal estimation in real-world environments is challenging due to inconsistent modality reliability and interaction-dependent variability in audio-visual signa…
cs.MM2025
TAGF: Time-aware Gated Fusion for Multimodal Valence-Arousal Estimation
Yubeen Lee, Sangeun Lee, Chaewon Park +2
Multimodal emotion recognition often suffers from performance degradation in valence-arousal estimation due to noise and misalignment between audio and visual modalities. To addres…