32 citations · 73 across the 6 of their papers we have counts for
6 papers
Multipar-T: Multiparty-Transformer for Capturing Contingent Behaviors in Group Conversations
Dong Won Lee, Yubin Kim, Rosalind Picard +2
As we move closer to real-world AI systems, AI agents must be able to deal with multiparty (group) conversations. Recognizing and interpreting multiparty behaviors is challenging,…
Mixed Effects Random Forests for Personalised Predictions of Clinical Depression Severity
Robert A. Lewis, Asma Ghandeharioun, Szymon Fedor +3
This work demonstrates how mixed effects random forests enable accurate predictions of depression severity using multimodal physiological and digital activity data collected from a…
Computational Empathy Counteracts the Negative Effects of Anger on Creative Problem Solving
Matthew Groh, Craig Ferguson, Robert Lewis +1
How does empathy influence creative problem solving? We introduce a computational empathy intervention based on context-specific affective mimicry and perspective taking by a virtu…
A Robotic Positive Psychology Coach to Improve College Students' Wellbeing
Sooyeon Jeong, Sharifa Alghowinem, Laura Aymerich-Franch +5
A significant number of college students suffer from mental health issues that impact their physical, social, and occupational outcomes. Various scalable technologies have been pro…
DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain
Dianbo Liu, Fengjiao Peng, Andrew Shea +3
Previous research on automatic pain estimation from facial expressions has focused primarily on "one-size-fits-all" metrics (such as PSPI). In this work, we focus on directly estim…
Crowdsourcing Collective Emotional Intelligence
Robert R. Morris, Rosalind Picard
One of the hallmarks of emotional intelligence is the ability to regulate emotions. Research suggests that cognitive reappraisal - a technique that involves reinterpreting the mean…