Daniel McDufft

COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems

Learning representations that generalize across tasks and domains is challenging yet necessary for autonomous systems. Although task-driven approaches are appealing, de-signing models specific to each application can be difficult in the face of limited data, especially when dealing with highly varia…