Can multimodal representation learning by alignment preserve modality-specific information?

Romain Thoreau, Jessie Levillain, Dawa Derksen

Combining multimodal data is a key issue in a wide range of machine learning tasks, including many remote sensing problems. In Earth observation, early multimodal data fusion metho…