Pro2Assist continuously tracks user progress in procedural tasks from AR-glasses sensors and delivers proactive step-aware assistance, outperforming baselines in step accuracy and timing.
arXiv preprint arXiv:2510.23981 , year=
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Pro$^2$Assist: Continuous Step-aware Proactive Assistance with Multi-modal Egocentric Perception for Long-horizon Procedural Tasks
Pro2Assist continuously tracks user progress in procedural tasks from AR-glasses sensors and delivers proactive step-aware assistance, outperforming baselines in step accuracy and timing.
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