The resources requested in this proposal shall be used to investigate different aspects of multimodal learning in several PhD projects and master's projects. The different aspects include multimodal fusion architectures, representations, modality imbalances, adaptive fusion, temporal and spatial aspects of data, etc. We shall also take into account data-centric AI approach for multimodal learning.