Advancements in Multimodal Based Mental Disorders Detection: Generalization of Feature Representations and Performance Optimization

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dc.contributor.authorGupta, Rohan Kumar
dc.date.accessioned2026-07-31T10:55:42Z
dc.date.issued2025
dc.descriptionSinha, Rohit
dc.description.abstractUNDER EMBARGO
dc.identifier.otherROLL NO.186102111
dc.identifier.urihttps://gyan.iitg.ac.in/handle/123456789/3414
dc.language.isoen
dc.relation.ispartofseriesTH-3824
dc.rightshttps://creativecommons.org/licenses/by-nc-sa/4.0/
dc.rights.urihttps://creativecommons.org/licenses/by-nc-sa/4.0/
dc.subjectMental Disorders
dc.subjectMajor Depressive Disorder (MDD)
dc.subjectPost-traumatic Stress Disorder (PTSD)
dc.subjectEmotion Regulation Difficulties (ERD)
dc.subjectPositive Affect (PA)
dc.subjectNegative Affect (NA)
dc.subjectSpeech
dc.subjectVideo Data
dc.subjectConventional Machine Learning
dc.subjectDeep Learning
dc.subjectMulti-task Learning (MTL)
dc.subjectSelf-supervised Learning (SSL)
dc.subjectRepresentation Learning
dc.titleAdvancements in Multimodal Based Mental Disorders Detection: Generalization of Feature Representations and Performance Optimization
dc.typeThesis

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