Mathieu Aubry

Mathieu Aubry

École des Ponts ParisTech

H-index: 29

Europe-France

About Mathieu Aubry

Mathieu Aubry, With an exceptional h-index of 29 and a recent h-index of 28 (since 2020), a distinguished researcher at École des Ponts ParisTech, specializes in the field of computer vision, machine learning, digital humanities.

His recent articles reflect a diverse array of research interests and contributions to the field:

Historical Astronomical Diagrams Decomposition in Geometric Primitives

Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach

Differentiable blocks world: Qualitative 3d decomposition by rendering primitives

The Learnable Typewriter: A Generative Approach to Text Line Analysis

Computer Vision and Historical Scientific Illustrations

Biased auctioneers

FocalPose++: Focal Length and Object Pose Estimation via Render and Compare

Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans

Mathieu Aubry Information

University

Position

Researcher LIGM-Imagine

Citations(all)

6440

Citations(since 2020)

4964

Cited By

3211

hIndex(all)

29

hIndex(since 2020)

28

i10Index(all)

42

i10Index(since 2020)

40

Email

University Profile Page

École des Ponts ParisTech

Google Scholar

View Google Scholar Profile

Mathieu Aubry Skills & Research Interests

computer vision

machine learning

digital humanities

Top articles of Mathieu Aubry

Title

Journal

Author(s)

Publication Date

Historical Astronomical Diagrams Decomposition in Geometric Primitives

arXiv preprint arXiv:2403.08721

Syrine Kalleli

Scott Trigg

Ségolène Albouy

Mathieu Husson

Mathieu Aubry

2024/3/13

Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach

arXiv preprint arXiv:2303.12533

Elliot Vincent

Jean Ponce

Mathieu Aubry

2023/3/22

Differentiable blocks world: Qualitative 3d decomposition by rendering primitives

Advances in Neural Information Processing Systems

Tom Monnier

Jake Austin

Angjoo Kanazawa

Alexei Efros

Mathieu Aubry

2023/12/15

The Learnable Typewriter: A Generative Approach to Text Line Analysis

arXiv preprint arXiv:2302.01660

Ioannis Siglidis

Nicolas Gonthier

Julien Gaubil

Tom Monnier

Mathieu Aubry

2023/2/3

Computer Vision and Historical Scientific Illustrations

Fouad Aouinti

Zeynep Sonat Baltaci

Mathieu Aubry

Aleksandre Guilbaud

Stavros Lazaris

2023/11/27

Biased auctioneers

The Journal of Finance

Mathieu Aubry

Roman Kräussl

Gustavo Manso

Christophe Spaenjers

2023/4

FocalPose++: Focal Length and Object Pose Estimation via Render and Compare

arXiv preprint arXiv:2312.02985

Martin Cífka

Georgy Ponimatkin

Yann Labbé

Bryan Russell

Mathieu Aubry

...

2023/11/15

Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans

arXiv preprint arXiv:2304.09704

Romain Loiseau

Elliot Vincent

Mathieu Aubry

Loic Landrieu

2023/4/19

Focal Length and Object Pose Estimation via Render and Compare

Georgy Ponimatkin

Yann Labbé

Bryan Russell

Mathieu Aubry

Josef Sivic

2022

A Model You Can Hear: Audio Identification with Playable Prototypes

arXiv preprint arXiv:2208.03311

Romain Loiseau

Baptiste Bouvier

Yann Teytaut

Elliot Vincent

Mathieu Aubry

...

2022/8/5

Improving neural implicit surfaces geometry with patch warping

François Darmon

Bénédicte Bascle

Jean-Clément Devaux

Pascal Monasse

Mathieu Aubry

2022

Learning Joint Surface Atlases

arXiv preprint arXiv:2206.06273

Theo Deprelle

Thibault Groueix

Noam Aigerman

Vladimir G Kim

Mathieu Aubry

2022/6/13

Learning co-segmentation by segment swapping for retrieval and discovery

Xi Shen

Alexei A Efros

Armand Joulin

Mathieu Aubry

2022/6

Spherical perspective on learning with normalization layers

Neurocomputing

Simon Roburin

Yann de Mont-Marin

Andrei Bursuc

Renaud Marlet

Patrick Pérez

...

2022/5/28

Online segmentation of lidar sequences: Dataset and algorithm

Romain Loiseau

Mathieu Aubry

Loïc Landrieu

2022/10/23

Spatially-consistent Feature Matching and Learning for Heritage Image Analysis

International Journal of Computer Vision

Xi Shen

Robin Champenois

Shiry Ginosar

Ilaria Pastrolin

Morgane Rousselot

...

2022/5

MegaPose: 6D Pose Estimation of Novel Objects via Render & Compare

arXiv preprint arXiv:2212.06870

Yann Labbé

Lucas Manuelli

Arsalan Mousavian

Stephen Tyree

Stan Birchfield

...

2022/12/13

Share with thy neighbors: Single-view reconstruction by cross-instance consistency

Tom Monnier

Matthew Fisher

Alexei A Efros

Mathieu Aubry

2022/10

Unsupervised layered image decomposition into object prototypes

Tom Monnier

Elliot Vincent

Jean Ponce

Mathieu Aubry

2021

Deep multi-view stereo gone wild

François Darmon

Bénédicte Bascle

Jean-Clément Devaux

Pascal Monasse

Mathieu Aubry

2021/12/1

See List of Professors in Mathieu Aubry University(École des Ponts ParisTech)

Co-Authors

H-index: 117
Daniel Cremers

Daniel Cremers

Technische Universität München

H-index: 106
Alexei A. Efros

Alexei A. Efros

University of California, Berkeley

H-index: 101
Fredo Durand

Fredo Durand

Massachusetts Institute of Technology

H-index: 75
Josef Sivic

Josef Sivic

Ceské vysoké ucení technické v Praze

H-index: 35
Renaud Marlet

Renaud Marlet

École des Ponts ParisTech

H-index: 21
Daniel Maturana

Daniel Maturana

Carnegie Mellon University

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