Publications / IEEE Transactions on Pattern Analysis and Machine Intelligence 2026

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

Seminara, Luigi, Farinella, Giovanni Maria, Furnari, Antonino

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

Cite

@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}}

Conference Version

Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos

Seminara, Luigi, Farinella, Giovanni Maria, Furnari, Antonino

Advances in Neural Information Processing Systems 2024 PDF ↗ Project ↗