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journal 2026 🏆 1st Place Ego-Exo4D Procedure Understanding Challenge 2025

Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos

Luigi Seminara , Giovanni Maria Farinella , Antonino Furnari

IEEE Transactions on Pattern Analysis and Machine Intelligence

Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos

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              @article{seminara2026task,
  author={Seminara, Luigi and Farinella, Giovanni Maria and Furnari, Antonino},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
  title={Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos}, 
  year={2026},
  volume={},
  number={},
  pages={1-18},
  doi={10.1109/TPAMI.2026.3689721}}