Pro$^2$Assist: Continuous Step-Aware Proactive Assistance with Multimodal Egocentric Perception for Long-Horizon Procedural Tasks

This paper introduces Pro$^2$Assist, a step-aware proactive assistant that continuously tracks fine-grained task progress for long-horizon procedural tasks. It leverages multimodal data from AR glasses to provide timely assistance.