2 papers
cs.HC2026
MECO: A Multimodal Dataset for Emotion and Cognitive Understanding in Older Adults
Hongbin Chen, Jie Li, Wei Wang +4
While affective computing has advanced considerably, multimodal emotion prediction in aging populations remains underexplored, largely due to the scarcity of dedicated datasets. Ex…
cs.AI2025
The First MPDD Challenge: Multimodal Personality-aware Depression Detection
Changzeng Fu, Zelin Fu, Qi Zhang +14
Depression is a widespread mental health issue affecting diverse age groups, with notable prevalence among college students and the elderly. However, existing datasets and detectio…