Dimitri Zhukov

PhD student

Willow team
Centre de recherche Inria de Paris
2 rue Simone IFF
75012 Paris, France

Bio

I am a PhD student at Willow project-team in Inria Paris and in the Department of Computer Science of Ecole Normale Supérieure, working under the supervision of Ivan Laptev and Josef Sivic. My work is focused on understanding complex human activities in videos. I have graduated from Ecole polytechnique and have received a Masters Degree in Mathematics, Vision and Learning (MVA) from ENS Paris-Saclay.

Publications

Reconstructing and grounding narrated instructional videos in 3D
Dimitri Zhukov, Ignacio Rocco, Ivan Laptev, Josef Sivic, Johannes L. Schönberger, Bugra Tekin, Marc Pollefeys
arXiv 2021.
paper - bibtex

@article{Zhukov_2021_3dground,
author = {Zhukov, Dimitri and Rocco, Ignacio and Laptev, Ivan and 
Sivic, Josef and Schönberger, Johannes L. and Tekin, Bugra and Pollefeys, Marc},
title = {Reconstructing and grounding narrated instructional videos in 3D},
journal = {arXiv preprint arXiv:2109.04409},
year = {2021}
}

Learning actionness via long-range temporal order verification
Dimitri Zhukov, Jean-Baptiste Alayrac, Ivan Laptev, Josef Sivic
ECCV 2020.
paper - project page - bibtex

@InProceedings{Zhukov_2020_ECCV,
author = {Zhukov, Dimitri and Alayrac, Jean-Baptiste and Laptev, Ivan and Sivic, Josef},
title = {Learning actionness via long-range temporal order verification},
booktitle = {ECCV},
year = {2020}
}

HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips
Antoine Miech, Dimitri Zhukov, Jean-Baptiste Alayrac, Makarand Tapaswi, Ivan Laptev, Josef Sivic
ICCV 2019.
paper - project page - bibtex

@InProceedings{Miech_2019_ICCV,
author = {Miech, Antoine and Zhukov, Dimitri and Alayrac, Jean-Baptiste and Tapaswi, Makarand and Laptev, Ivan and Sivic, Josef},
title = {HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
month = {October},
year = {2019}
}

Cross-task weakly supervised learning from instructional videos
Dimitri Zhukov, Jean-Baptiste Alayrac, Ramazan Gokberk Cinbis, David Fouhey, Ivan Laptev, Josef Sivic
In Proc. CVPR 2019.
paper - project page - bibtex

@InProceedings{Zhukov19CrossTask,
	author  = {Dimitri Zhukov and Jean-Baptiste Alayrac and Ramazan Gokberk Cinbis and David Fouhey and Ivan Laptev and Josef Sivic.},
	title   = {Cross-task weakly supervised learning from instructional videos.},
	booktitle   = {Computer Vision and Pattern Recognition (CVPR)},
	year        = {2019}
}