The hitchhiker’s guide to bias and fairness in facial affective signal processing: Overview and techniques J Cheong, S Kalkan, H Gunes IEEE Signal Processing Magazine 38 (6), 39-49, 2021 | 24 | 2021 |
Counterfactual fairness for facial expression recognition J Cheong, S Kalkan, H Gunes European Conference on Computer Vision, 245-261, 2022 | 14 | 2022 |
Causal structure learning of bias for fair affect recognition J Cheong, S Kalkan, H Gunes Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 10 | 2023 |
“It’s not Fair!”–Fairness for a Small Dataset of Multi-modal Dyadic Mental Well-being Coaching J Cheong, M Spitale, H Gunes 2023 11th International Conference on Affective Computing and Intelligent …, 2023 | 5 | 2023 |
Towards causal replay for knowledge rehearsal in continual learning N Churamani, J Cheong, S Kalkan, H Gunes AAAI Bridge Program on Continual Causality, 63-70, 2023 | 5 | 2023 |
Towards Gender Fairness for Mental Health Prediction. J Cheong, S Kuzucu, S Kalkan, H Gunes IJCAI, 5932-5940, 2023 | 3 | 2023 |
Causal-HRI: Causal Learning for Human-Robot Interaction J Cheong, N Churamani, L Guerdan, TE Lee, Z Han, H Gunes Companion of the 2024 ACM/IEEE International Conference on Human-Robot …, 2024 | 1 | 2024 |
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection J Cheong, S Kalkan, H Gunes | | 2024 |
Uncertainty-based Fairness Measures S Kuzucu, J Cheong, H Gunes, S Kalkan arXiv preprint arXiv:2312.11299, 2023 | | 2023 |
It’s not Fair! J Cheong, M Spitale, H Gunes Fairness for a small dataset of multi-modal dyadic mental well-being …, 2023 | | 2023 |
The Hitchhiker’s Guide to Bias and Fairness in Facial Affective Signal Processing J Cheong, S Kalkan, H Gunes Institute of Electrical and Electronics Engineers, 2021 | | 2021 |