Papers Social Media Mental Health Detection
“Social Media Mental Health Detection” 태그가 달린 논문 3편 · 필터 해제
Swin Transformer with Enhanced Dropout and Layer-wise Unfreezing for Facial Expression Recognition in Mental Health Detection
2024-12-02 · Engineering, Technology & Applied Science Research 2024 12
· Mr. Mujiyanto, Mr. Arief Setyanto, Prof. Ema Utami and Prof. Kusrini Kusrini
This study presents an improved Facial Expression Recognition (FER) model using Swin transformers for enhanced performance in detecting mental health through facial emotion analysis. In addition, some techniques involvin…
Emotion RecognitionFacial Emotion RecognitionFacial Expression RecognitionFacial Expression Recognition (FER)+33M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
2024-07-12
· Rina Carines Cabral, Siwen Luo, Josiah Poon, Soyeon Caren Han
The significance of mental health classification is paramount in contemporary society, where digital platforms serve as crucial sources for monitoring individuals' well-being. However, existing social media mental health…
Knowledge DistillationSocial Media Mental Health DetectionMM-EMOG: Multi-Label Emotion Graph Representation for Mental Health Classification on Social Media
2024-03-18 · Robotics 2024 3
· Rina Carines Cabral, Soyeon Caren Han, Josiah Poon, Goran Nenadic
More than 80% of people who commit suicide disclose their intention to do so on social media. The main information we can use in social media is user-generated posts, since personal information is not always available. I…
ClassificationSocial Media Mental Health Detection
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