19 citations · 19 across the 2 of their papers we have counts for
4 papers
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets
Tanay Agrawal, Mohammed Guermal, Michal Balazia +1
Challenges in cross-learning involve inhomogeneous or even inadequate amount of training data and lack of resources for retraining large pretrained models. Inspired by transfer lea…
JOADAA: joint online action detection and action anticipation
Mohammed Guermal, Francois Bremond, Rui Dai +1
Action anticipation involves forecasting future actions by connecting past events to future ones. However, this reasoning ignores the real-life hierarchy of events which is conside…
MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions
Philipp Müller, Michal Balazia, Tobias Baur +9
Automatic analysis of human behaviour is a fundamental prerequisite for the creation of machines that can effectively interact with- and support humans in social interactions. In M…
THORN: Temporal Human-Object Relation Network for Action Recognition
Mohammed Guermal, Rui Dai, Francois Bremond
Most action recognition models treat human activities as unitary events. However, human activities often follow a certain hierarchy. In fact, many human activities are compositiona…