2 papers
cs.CV2025
Calibrating Multimodal Consensus for Emotion Recognition
Guowei Zhong, Junjie Li, Huaiyu Zhu +2
In recent years, Multimodal Emotion Recognition (MER) has made substantial progress. Nevertheless, most existing approaches neglect the semantic inconsistencies that may arise acro…
cs.CV2025
Towards Robust Multimodal Emotion Recognition under Missing Modalities and Distribution Shifts
Guowei Zhong, Ruohong Huan, Mingzhen Wu +2
Recent advancements in Multimodal Emotion Recognition (MER) face challenges in addressing both modality missing and Out-Of-Distribution (OOD) data simultaneously. Existing methods…