Antonino Furnari

@inproceedings{Seminara2026ViterbiPlanNet,
  year = { 2026 },
  booktitle = { IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) },
  title = { ViterbiPlanNet: Injecting Procedural Knowledge via Differentiable Viterbi for Planning in Instructional Videos },
  author = { Luigi Seminara and Daniele Moltisanti and Antonino Furnari },
  pdf = {https://arxiv.org/pdf/2603.04265},
  url = {https://arxiv.org/abs/2603.04265}
}

@inproceedings{Ragusa2026Ego-EXTRA,
  year = { 2026 },
  booktitle = { IEEE Winter Conference on Application of Computer Vision (WACV) },
  title = { Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance },
  author = { Francesco Ragusa and Michele Mazzamuto and Rosario Forte and Irene D'Ambra and James Fort and Jakob Engel and Antonino Furnari and Giovanni Maria Farinella },
  pdf = { https://arxiv.org/pdf/2512.13238 },
}

@inproceedings{Manigrasso2026Online,
  year = { 2026 },
  booktitle = { IEEE Winter Conference on Application of Computer Vision (WACV) },
  title = { Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory },
  author = { Zaira Manigrasso and Matteo Dunnhofer and Antonino Furnari and Moritz Nottebaum and Antonio Finocchiaro and Davide Marana and Rosario Forte and Giovanni Maria Farinella and Christian Micheloni },
  pdf = {  },
}

@inproceedings{Mazzamuto2026ProSkill,
  year = { 2026 },
  booktitle = { IEEE Winter Conference on Application of Computer Vision (WACV) },
  title = { ProSkill: Segment-Level Skill Assessment in Procedural Videos },
  author = { Michele Mazzamuto and Daniele Di Mauro and Gianpiero Francesca and Giovanni Maria Farinella and Antonino Furnari },
  pdf = {https://arxiv.org/pdf/2601.20661},
  url = {https://fpv-iplab.github.io/ProSkill/}
}

@inproceedings{mazzamuto2025gazing,
 author = {Mazzamuto, Michele and Furnari, Antonino and Sato, Yoichi and Farinella, Giovanni Maria},
 booktitle = {IEE/CVF Conference on Computer Vision and Patter Recognition},
 title = {Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities},
 pdf = {https://arxiv.org/pdf/2406.08379.pdf},
 year = {2025}
}

@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}
}

@inproceedings{rodin2023action,
  primaryclass = { cs.CV },
  archiveprefix = { arXiv },
  eprint = { 2312.03391 },
  pdf = {https://arxiv.org/pdf/2312.03391.pdf},
  year = {2024},
  booktitle = {  Conference on Computer Vision and Pattern Recognition (CVPR)  },
  title = {Action Scene Graphs for Long-Form Understanding of Egocentric Videos},
  author = {Ivan Rodin and Antonino Furnari and Kyle Min and Subarna Tripathi and Giovanni Maria Farinella}
}

@inproceedings{mur-labadia2024AFF-ttention,
  pdf = {https://arxiv.org/pdf/2406.01194.pdf},
  year = {2024},
  booktitle = { European Conference on Computer Vision (ECCV) },
  title = { AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation },
  author = { Lorenzo Mur-Labadia and Ruben Martinez-Cantin and Josechu Guerrero and Giovanni Maria Farinella and Antonino Furnari },
}

@article{Plizzari2024AnOutlook,
  author = { Chiara Plizzari and Gabriele Goletto and Antonino Furnari and Siddhant Bansal and Francesco Ragusa and Giovanni Maria Farinella and Dima Damen and Tatiana Tommasi },
  journal = {  International Journal of Computer Vision (IJCV)  },
  title = {  An Outlook into the Future of Egocentric Vision  },
  year = {2024},
  pdf = {https://link.springer.com/content/pdf/10.1007/s11263-024-02095-7.pdf}
}

@inproceedings{grauman2023egoexo4d,
  primaryclass = { cs.CV },
  archiveprefix = { arXiv },
  eprint = { 2311.18259 },
  pdf = {https://arxiv.org/pdf/2311.18259.pdf},
  url = {https://ego-exo4d-data.org/},
  year = {2024},
  booktitle = {  Conference on Computer Vision and Pattern Recognition (CVPR)  },
  title = { Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives },
  author = { Kristen Grauman and Andrew Westbury and Lorenzo Torresani and Kris Kitani and Jitendra Malik and Triantafyllos Afouras and Kumar Ashutosh and Vijay Baiyya and Siddhant Bansal and Bikram Boote and Eugene Byrne and Zach Chavis and Joya Chen and Feng Cheng and Fu-Jen Chu and Sean Crane and Avijit Dasgupta and Jing Dong and Maria Escobar and Cristhian Forigua and Abrham Gebreselasie and Sanjay Haresh and Jing Huang and Md Mohaiminul Islam and Suyog Jain and Rawal Khirodkar and Devansh Kukreja and Kevin J Liang and Jia-Wei Liu and Sagnik Majumder and Yongsen Mao and Miguel Martin and Effrosyni Mavroudi and Tushar Nagarajan and Francesco Ragusa and Santhosh Kumar Ramakrishnan and Luigi Seminara and Arjun Somayazulu and Yale Song and Shan Su and Zihui Xue and Edward Zhang and Jinxu Zhang and Angela Castillo and Changan Chen and Xinzhu Fu and Ryosuke Furuta and Cristina Gonzalez and Prince Gupta and Jiabo Hu and Yifei Huang and Yiming Huang and Weslie Khoo and Anush Kumar and Robert Kuo and Sach Lakhavani and Miao Liu and Mi Luo and Zhengyi Luo and Brighid Meredith and Austin Miller and Oluwatumininu Oguntola and Xiaqing Pan and Penny Peng and Shraman Pramanick and Merey Ramazanova and Fiona Ryan and Wei Shan and Kiran Somasundaram and Chenan Song and Audrey Southerland and Masatoshi Tateno and Huiyu Wang and Yuchen Wang and Takuma Yagi and Mingfei Yan and Xitong Yang and Zecheng Yu and Shengxin Cindy Zha and Chen Zhao and Ziwei Zhao and Zhifan Zhu and Jeff Zhuo and Pablo Arbelaez and Gedas Bertasius and David Crandall and Dima Damen and Jakob Engel and Giovanni Maria Farinella and Antonino Furnari and Bernard Ghanem and Judy Hoffman and C. V. Jawahar and Richard Newcombe and Hyun Soo Park and James M. Rehg and Yoichi Sato and Manolis Savva and Jianbo Shi and Mike Zheng Shou and Michael Wray },
}

@inproceedings{flaborea2024PREGO,
  year = {2024},
  booktitle = {  Conference on Computer Vision and Pattern Recognition (CVPR)  },
  title = {  PREGO: online mistake detection in PRocedural EGOcentric videos  },
  author = { Alessandro Flaborea and Guido D'Amely and Leonardo Plini and Luca Scofano and Edoardo De Matteis and Antonino Furnari and Giovanni Maria Farinella and Fabio Galasso },
  pdf={https://arxiv.org/pdf/2404.01933},
  url={https://github.com/aleflabo/PREGO?tab=readme-ov-file}

}

@inproceedings{quattrocchi2024synchronization,
  pdf = {https://arxiv.org/pdf/2312.02638.pdf},
  year = {2024},
  booktitle = { European Conference on Computer Vision (ECCV) },
  title = { Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs },
  author = { Camillo Quattrocchi and Antonino Furnari and Daniele Di Mauro and Mario Valerio Giuffrida and Giovanni Maria Farinella },
  url = {https://github.com/fpv-iplab/synchronization-is-all-you-need}
}

@InProceedings{ragusa2023stillfast,
author={Francesco Ragusa and Giovanni Maria Farinella and Antonino Furnari},
title={StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation},
 booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
year      = {2023},
pdf={https://arxiv.org/pdf/2304.03959.pdf},
url={https://iplab.dmi.unict.it/stillfast/}
}

@article{Damen2021rescaling,
title = {Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100},
author = {Damen, Dima and Doughty, Hazel and Farinella, Giovanni Maria and Furnari, Antonino and Kazakos, Evangelos and Ma, Jian and Moltisanti, Davide and Munro, Jonathan and Perrett, Toby and Price, Will and Wray, Michael},
journal = {International Journal on Computer Vision (IJCV)},
volume = {130},
pages={33-55},
year = {2022},
url = {http://epic-kitchens.github.io/2020-100},
pdf = {http://arxiv.org/pdf/2006.13256.pdf},
}

@inproceedings{furnari2019rulstm,
title = {What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention},
author = {Antonino Furnari and Giovanni Maria Farinella},
year = {2019},
booktitle = {International Conference on Computer Vision (ICCV)},
pdf = {https://arxiv.org/pdf/1905.09035.pdf},
url = {http://iplab.dmi.unict.it/rulstm}
}

@inproceedings{Damen2018EPICKITCHENS,
author = {D. Damen and H. Doughty and G. M. Farinella and S. Fidler and A.
Furnari and E. Kazakos and D. Moltisanti and J. Munro
and T. Perrett and W. Price and M. Wray},
url = {https://epic-kitchens.github.io},
title = {Scaling Egocentric Vision: The EPIC-KITCHENS Dataset},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2018},
pdf = {https://arxiv.org/pdf/1804.02748.pdf}
}

@article{furnari2017next,
author = {Antonino Furnari and Sebastiano Battiato and Kristen Grauman and Giovanni Maria Farinella},
url = {http://iplab.dmi.unict.it/NextActiveObjectPrediction/},
doi = {https://doi.org/10.1016/j.jvcir.2017.10.004},
pdf = {https://www.antoninofurnari.it/downloads/publications/furnari2017next.pdf},
issn = {1047-3203},
year = {2017},
pages = {401 - 411},
number = {Supplement C},
volume = {49},
journal = {Journal of Visual Communication and Image Representation},
title = {Next-active-object prediction from egocentric videos}
}

@InProceedings{furnari2016temporal,
author    = {Antonino Furnari and Giovanni Maria Farinella and Sebastiano Battiato},
title     = {Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest},
booktitle = {International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV, The Netherlands, Amsterdam, October 9},
pages     = {474--489},
volume    = {9913},
series    = {Lecture Notes in Computer Science},
publisher = {Springer Lecture Notes in Computer Science},
year      = {2016},
pdf = {https://www.antoninofurnari.it/downloads/publications/furnari2016temporal.pdf},
url = {http://iplab.dmi.unict.it/PersonalLocationSegmentation/}
}