Preprint
Aug 2026
VidParse: Online Parsing of Egocentric Procedures Like a Pro
VidParse is presented, an online, training-free framework that treats activity understanding as a graph-constrained inference problem and achieves up to a 10x improvement in complex multi-step parsing accuracy over strong online baselines, all without requiring a single gradient update.
Anubhav Gupta, A. Kambhamettu, Vatsal Agarwal et al.
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