MultiMediate '23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions. Proceedings of the 31st ACM International Conference on Multimedia, 9640–9645, Association for Computing Machinery, New York, NY, USA, 2023. [PUMA: behaviour, challenge dataset, engagement, hcics nonverbal vis] URL