149 citations · 370 across the 20 of their papers we have counts for
7 papers · 1 filter
Dynamic Bayesian Network Modelling of User Affect and Perceptions of a Teleoperated Robot Coach during Longitudinal Mindfulness Training
Indu P. Bodala, Hatice Gunes
Longitudinal interaction studies with Socially Assistive Robots are crucial to ensure that the robot is relevant for long-term use and its perceptions are not prone to the novelty…
Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation
Jiaqi Xu, Siyang Song, Keerthy Kusumam +2
Video-based automatic depression analysis provides a fast, objective and repeatable self-assessment solution, which has been widely developed in recent years. While depression clue…
Inferring User Facial Affect in Work-like Settings
Chaudhary Muhammad Aqdus Ilyas, Siyang Song, Hatice Gunes
Unlike the six basic emotions of happiness, sadness, fear, anger, disgust and surprise, modelling and predicting dimensional affect in terms of valence (positivity - negativity) an…
Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition
Siyang Song, Zilong Shao, Shashank Jaiswal +3
This approach builds on two following findings in cognitive science: (i) human cognition partially determines expressed behaviour and is directly linked to true personality traits;…
Toward Affective XAI: Facial Affect Analysis for Understanding Explainable Human-AI Interactions
Luke Guerdan, Alex Raymond, Hatice Gunes
As machine learning approaches are increasingly used to augment human decision-making, eXplainable Artificial Intelligence (XAI) research has explored methods for communicating sys…
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
Ozgur Kara, Nikhil Churamani, Hatice Gunes
As affective robots become integral in human life, these agents must be able to fairly evaluate human affective expressions without discriminating against specific demographic grou…
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
Nikhil Churamani, Ozgur Kara, Hatice Gunes
As Facial Expression Recognition (FER) systems become integrated into our daily lives, these systems need to prioritise making fair decisions instead of aiming at higher individual…