PerDepNet: Personality-Guided Cross-Domain Multitask Learning Network for Automated Video Depression Detection.
Depression ranks as one of the most prevalent psychological disorders and has received growing attention. Currently, there are two primary challenges in automatic video depression detection: the scarcity of labeled depressed data and effective feature representations characterizing human depression. To address these ch...