3 papers
q-bio.NC2026
Context-Dependent Autonomic Responses in Social Anxiety During Cognitive-Emotional Stress
Arya Adyasha, Vikas Kumar, Anushka Sanjay Shelke +1
Social anxiety disorder (SAD) is associated with heightened physiological arousal during socially evaluative situations, yet it remains unclear whether similar autonomic responses…
cs.LG2025
Fairness-Aware Few-Shot Learning for Audio-Visual Stress Detection
Anushka Sanjay Shelke, Aditya Sneh, Arya Adyasha +1
Fairness in AI-driven stress detection is critical for equitable mental healthcare, yet existing models frequently exhibit gender bias, particularly in data-scarce scenarios. To ad…
cs.LG2025
HCFSLN: Adaptive Hyperbolic Few-Shot Learning for Multimodal Anxiety Detection
Aditya Sneh, Nilesh Kumar Sahu, Anushka Sanjay Shelke +2
Anxiety disorders impact millions globally, yet traditional diagnosis relies on clinical interviews, while machine learning models struggle with overfitting due to limited data. La…