3 papers
cs.MM2026
Differential Mental Disorder Detection with Psychology-Inspired Multimodal Stimuli
Zhiyuan Zhou, Jingjing Wu, Zhibo Lei +9
Differential diagnosis of mental disorders remains a fundamental challenge in real-world clinical practice, where multiple conditions often exhibit overlapping symptoms. However, m…
cs.MM2026
Voices, Faces, and Feelings: Multi-modal Emotion-Cognition Captioning for Mental Health Understanding
Zhiyuan Zhou, Yanrong Guo, Shijie Hao
Emotional and cognitive factors are essential for understanding mental health disorders. However, existing methods often treat multi-modal data as classification tasks, limiting in…
cs.CV2025
GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement
Jingxi Liao, Shijie Hao, Richang Hong +1
Low-light image enhancement (LLIE) aims to improve the visual quality of images captured under poor lighting conditions. In supervised LLIE research, there exists a significant yet…