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Tom Monnier

PhD student at Imagine - ENPC

École des Ponts ParisTech
6-8 Av Blaise Pascal - Cité Descartes
Champs-sur-Marne, 77455 Marne-la-Vallée

Email: tom dot monnier at enpc dot fr

CV | Google scholar | GitHub

I am a first-year PhD student in the Imagine research group at École des Ponts ParisTech (ENPC) under the supervision of Mathieu Aubry. Before that, I received my engineering degree in mathematics and computer science from Mines ParisTech in 2019.

I am interested in computer vision, machine learning and deep learning. My research currently focuses on solving computer vision tasks without manual annotations, through automatically generated data, self-supervised learning techniques or unsupervised algorithms.

News


Publications


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Deep Transformation-Invariant Clustering

Tom Monnier, Thibault Groueix, Mathieu Aubry
arXiv 2020

Paper | Webpage | Code
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docExtractor: An off-the-shelf historical document element extraction

Tom Monnier, Mathieu Aubry
ICFHR 2020 (Oral)

Paper | Webpage | Code
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A web application for watermark recognition

O. Bounou, T. Monnier, I. Pastrolin, X. Shen, C. Benevent, M. Limon-Bonnet, F. Bougard, M. Aubry, M. Smith, O. Poncet, P. Raverdy
JDMDH 2020

Paper | Web application | Related paper from Shen et al.

Work experience