EviDep: Uncertainty-Aware Multimodal Depression Estimation via Disentangled Evidential Learning

Fangyuan Liu, Sirui Zhao, Yangsong Zhang +7

Audio--visual recordings provide complementary cues for estimating depression severity, but their informativeness varies across time and modalities. Point predictions alone do not…