Publications / Advances in Neural Information Processing Systems 2024 Featured

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

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

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

Cite

@inproceedings{seminara2024differentiable,
 author = {Seminara, Luigi and Farinella, Giovanni Maria and Furnari, Antonino},
 booktitle = {Advances in Neural Information Processing Systems},
 title = {Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos},
 pdf = {https://arxiv.org/pdf/2406.01486.pdf},
 url = {https://github.com/fpv-iplab/Differentiable-Task-Graph-Learning},
 year = {2024}
}

Journal Version

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

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

IEEE Transactions on Pattern Analysis and Machine Intelligence 2026