Conrad M Albrecht

Decoupling Common and Unique Representations for Multimodal Self-supervised Learning

"The increasing availability of multi-sensor data sparks wide interest in multimodal self-supervised learning. However, most existing approaches learn only common representations across modalities while ignoring intra-modal training and modality-unique representations. We propose Decoupling Common a…