helpResearch questionAffect, Emotion, and Mental Health State Inference
How can a universal stress prediction model be developed that applies across different individuals and tasks?UbiComp '23GSR Based Generic Stress Prediction System
Sensing, Recognition, and Prediction Methods / Affect, Emotion, and Mental Health State Inference
How can a universal stress prediction model be developed that applies across different individuals and tasks?
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helpResearch questionAffect, Emotion, and Mental Health State Inference
How do personalized deep learning models differ from non-personalized models in emotion recognition performance?UbiComp '24Systematic Evaluation of Personalized Deep Learning Models for Affect Recognition
helpResearch questionAffect, Emotion, and Mental Health State Inference
How effective are different personalization approaches (fine-tuning, group clustering, multi-task learning, etc.) across multiple datasets?UbiComp '24Systematic Evaluation of Personalized Deep Learning Models for Affect Recognition
helpResearch questionAffect, Emotion, and Mental Health State Inference
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helpResearch questionAffect, Emotion, and Mental Health State Inference
How can sentiment scores of screen text be used to predict users' emotional states?UbiComp '24Predicting Affective States from Screen Text Sentiment
helpResearch questionAffect, Emotion, and Mental Health State Inference
Can zero-shot and few-shot prompting with LLMs outperform linear regression in emotion prediction?UbiComp '24Predicting Affective States from Screen Text Sentiment
helpResearch questionAffect, Emotion, and Mental Health State Inference
What role does personalized modeling play in screen-text emotion prediction?UbiComp '24Predicting Affective States from Screen Text Sentiment
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