3 papers
cs.CL2025
Anatomy of a Feeling: Narrating Embodied Emotions via Large Vision-Language Models
Mohammad Saim, Phan Anh Duong, Cat Luong +2
The embodiment of emotional reactions from body parts contains rich information about our affective experiences. We propose a framework that utilizes state-of-the-art large vision-…
cs.LG2025
Domain-Generalization to Improve Learning in Meta-Learning Algorithms
Usman Anjum, Chris Stockman, Cat Luong +1
This paper introduces Domain Generalization Sharpness-Aware Minimization Model-Agnostic Meta-Learning (DGS-MAML), a novel meta-learning algorithm designed to generalize across task…
cs.CL2025
CHEER-Ekman: Fine-grained Embodied Emotion Classification
Phan Anh Duong, Cat Luong, Divyesh Bommana +1
Emotions manifest through physical experiences and bodily reactions, yet identifying such embodied emotions in text remains understudied. We present an embodied emotion classificat…