EviDep: Trustworthy Multimodal Depression Estimation via Disentangled Evidential Learning

arXiv:2604.16579v2 Announce Type: replace-cross Abstract: Automated multimodal depression estimation in unconstrained environments is inherently challenged by naturalistic noise and complex behavioral variability. Prevailing deterministic methods, however, produce uncalibrated point estimates...