The OMG-Emotion Behavior Dataset P Barros, N Churamani, E Lakomkin, H Siqueira, A Sutherland, S Wermter 2018 International Joint Conference on Neural Networks (IJCNN), 1408-1415, 2018 | 124 | 2018 |
The FaceChannel: A Fast and Furious Deep Neural Network for Facial Expression Recognition P Barros, N Churamani, A Sciutti Springer Nature Computer Science 1 (6), 1-10, 2020 | 57 | 2020 |
The Impact of Personalisation on Human-Robot Interaction in Learning Scenarios N Churamani, P Anton, M Brügger, E Fließwasser, T Hummel, J Mayer, ... Proceedings of the 5th International Conference on Human Agent Interaction …, 2017 | 57 | 2017 |
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions V Lomonaco, L Pellegrini, P Rodriguez, M Caccia, Q She, Y Chen, ... Artificial Intelligence 303, 103635, 2022 | 56 | 2022 |
Continual learning for affective robotics: Why, what and how? N Churamani, S Kalkan, H Gunes 2020 29th IEEE International Conference on Robot and Human Interactive …, 2020 | 50 | 2020 |
Teaching Emotion Expressions to a Human Companion Robot using Deep Neural Architectures N Churamani, M Kerzel, E Strahl, P Barros, S Wermter 2017 International Joint Conference on Neural Networks (IJCNN), 627--634, 2017 | 38 | 2017 |
Domain-incremental continual learning for mitigating bias in facial expression and action unit recognition N Churamani, O Kara, H Gunes IEEE Transactions on Affective Computing 14 (4), 3191-3206, 2022 | 33 | 2022 |
Teleoperated robot coaching for mindfulness training: A longitudinal study IP Bodala, N Churamani, H Gunes 2021 30th IEEE International Conference on Robot & Human Interactive …, 2021 | 32 | 2021 |
Learning Empathy-Driven Emotion Expressions using Affective Modulations N Churamani, P Barros, E Strahl, S Wermter 2018 International Joint Conference on Neural Networks (IJCNN), 1400-1407, 2018 | 30 | 2018 |
iCub: learning emotion expressions using human reward N Churamani, F Cruz, S Griffiths, P Barros Workshop on Bio-inspired Social Robot Learning in Home Scenarios, IEEE/RSJ …, 2016 | 28* | 2016 |
CLIFER: Continual Learning with Imagination for Facial Expression Recognition N Churamani, H Gunes 15th IEEE International Conference on Automatic Face and Gesture Recognition …, 2020 | 27 | 2020 |
Affect-Driven Learning of Robot Behaviour for Collaborative Human-Robot Interactions N Churamani, P Barros, H Gunes, S Wermter Frontiers in Robotics and AI, 20, 2022 | 23* | 2022 |
Learning Socially Appropriate Robo-waiter Behaviours through Real-time User Feedback E McQuillin, N Churamani, H Gunes 17th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 541–550, 2022 | 22 | 2022 |
Continual Learning for Affective Robotics: A Proof of Concept for Wellbeing N Churamani, M Axelsson, A Caldır, H Gunes 10th International Conference on Affective Computing and Intelligent …, 2022 | 19 | 2022 |
Hey Robot, Why Don't You Talk To Me? HG Ng, P Anton, M Brügger, N Churamani, E Fließwasser, T Hummel, ... IEEE International Symposium on Robot and Human Interactive Communication …, 2017 | 17 | 2017 |
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition O Kara, N Churamani, H Gunes Workshop on Lifelong Learning and Personalization in Long-Term Human-Robot …, 2021 | 15 | 2021 |
The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling P Barros, N Churamani, A Lim, S Wermter 2019 8th International Conference on Affective Computing and Intelligent …, 2019 | 14 | 2019 |
Creating a robot coach for mindfulness and wellbeing: A longitudinal study IP Bodala, N Churamani, H Gunes arXiv preprint arXiv:2006.05289, 2020 | 13 | 2020 |
Participant perceptions of a robotic coach conducting positive psychology exercises: A systematic analysis M Axelsson, N Churamani, A Caldir, H Gunes arXiv preprint arXiv:2209.03827, 2022 | 11 | 2022 |
Latent Generative Replay for Resource-Efficient Continual Learning of Facial Expressions S Stoychev, N Churamani, H Gunes International Conference on Automatic Face and Gesture Recognition (FG), To …, 2023 | 7 | 2023 |