3 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…
cs.MM2025
EmoVLM-KD: Fusing Distilled Expertise with Vision-Language Models for Visual Emotion Analysis
SangEun Lee, Yubeen Lee, Eunil Park
Visual emotion analysis, which has gained considerable attention in the field of affective computing, aims to predict the dominant emotions conveyed by an image. Despite advancemen…