Mathieu Salzmann

Mathieu Salzmann

École Polytechnique Fédérale de Lausanne

H-index: 62

Europe-Switzerland

About Mathieu Salzmann

Mathieu Salzmann, With an exceptional h-index of 62 and a recent h-index of 54 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of Computer vision, machine learning.

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

Match Normalization: Learning-based Point Cloud Registration for 6D Object Pose Estimation in the Real World

OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation

HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields

Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange

Se (3) diffusion model-based point cloud registration for robust 6d object pose estimation

A Closed-Form, Pairwise Solution to Local Non-Rigid Structure-from-Motion

Toward Automatic Typography Analysis: Serif Classification and Font Similarities

DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses

Mathieu Salzmann Information

University

Position

___

Citations(all)

16111

Citations(since 2020)

11905

Cited By

8387

hIndex(all)

62

hIndex(since 2020)

54

i10Index(all)

167

i10Index(since 2020)

146

Email

University Profile Page

École Polytechnique Fédérale de Lausanne

Google Scholar

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Mathieu Salzmann Skills & Research Interests

Computer vision

machine learning

Top articles of Mathieu Salzmann

Title

Journal

Author(s)

Publication Date

Match Normalization: Learning-based Point Cloud Registration for 6D Object Pose Estimation in the Real World

IEEE Transactions on Pattern Analysis and Machine Intelligence

Zheng Dang

Lizhou Wang

Yu Guo

Mathieu Salzmann

2024/1/17

OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation

arXiv preprint arXiv:2403.06546

Baran Ozaydin

Tong Zhang

Deblina Bhattacharjee

Sabine Süsstrunk

Mathieu Salzmann

2024/3/11

HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields

arXiv preprint arXiv:2402.17062

Haozhe Qi

Chen Zhao

Mathieu Salzmann

Alexander Mathis

2024/2/26

Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange

arXiv preprint arXiv:2404.07504

Yanhao Wu

Tong Zhang

Wei Ke

Congpei Qiu

Sabine Susstrunk

...

2024/4/11

Se (3) diffusion model-based point cloud registration for robust 6d object pose estimation

Advances in Neural Information Processing Systems

Haobo Jiang

Mathieu Salzmann

Zheng Dang

Jin Xie

Jian Yang

2024/2/13

A Closed-Form, Pairwise Solution to Local Non-Rigid Structure-from-Motion

IEEE Transactions on Pattern Analysis and Machine Intelligence

Shaifali Parashar

Yuxuan Long

Mathieu Salzmann

Pascal Fua

2024/4/4

Toward Automatic Typography Analysis: Serif Classification and Font Similarities

Journal of Data Mining & Digital Humanities

Syed Talal Wasim

Romain Collaud

Lara Défayes

Nicolas Henchoz

Mathieu Slazmann

...

2024/2/6

DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses

arXiv preprint arXiv:2403.13683

Chen Zhao

Tong Zhang

Zheng Dang

Mathieu Salzmann

2024/3/20

Using Motion Cues to Supervise Single-Frame Body Pose and Shape Estimation in Low Data Regimes

arXiv preprint arXiv:2402.02736

Andrey Davydov

Alexey Sidnev

Artsiom Sanakoyeu

Yuhua Chen

Mathieu Salzmann

...

2024/2/5

CLOAF: CoLlisiOn-Aware Human Flow

Andrey Davydov

Martin Engilberge

Mathieu Salzmann

Pascal Fua

2024/3/14

Nope: Novel object pose estimation from a single image

arXiv preprint arXiv:2303.13612

Van Nguyen Nguyen

Thibault Groueix

Yinlin Hu

Mathieu Salzmann

Vincent Lepetit

2023/3/23

Learning Transformations To Reduce the Geometric Shift in Object Detection

Vidit Vidit

Martin Engilberge

Mathieu Salzmann

2023

Fast adversarial training with adaptive step size

IEEE Transactions on Image Processing

Zhichao Huang

Yanbo Fan

Chen Liu

Weizhong Zhang

Yong Zhang

...

2023/10/26

Spatiotemporal self-supervised learning for point clouds in the wild

Yanhao Wu

Tong Zhang

Wei Ke

Sabine Süsstrunk

Mathieu Salzmann

2023

Vision transformer adapters for generalizable multitask learning

Deblina Bhattacharjee

Sabine Süsstrunk

Mathieu Salzmann

2023

Understanding Pose and Appearance Disentanglement in 3D Human Pose Estimation

arXiv e-prints

Krishna Kanth Nakka

Mathieu Salzmann

2023/9

Module-Wise Network Quantization for 6D Object Pose Estimation

arXiv preprint arXiv:2303.06753

Saqib Javed

Andrew Price

Yinlin Hu

Mathieu Salzmann

2023/3/12

Neural SDF Flow for 3D Reconstruction of Dynamic Scenes

Wei Mao

Richard Hartley

Mathieu Salzmann

2023/10/13

Tempsal-uncovering temporal information for deep saliency prediction

Bahar Aydemir

Ludo Hoffstetter

Tong Zhang

Mathieu Salzmann

Sabine Süsstrunk

2023

Linear-covariance loss for end-to-end learning of 6d pose estimation

Fulin Liu

Yinlin Hu

Mathieu Salzmann

2023

See List of Professors in Mathieu Salzmann University(École Polytechnique Fédérale de Lausanne)

Co-Authors

H-index: 117
Pascal Fua

Pascal Fua

École Polytechnique Fédérale de Lausanne

H-index: 117
Raquel Urtasun

Raquel Urtasun

University of Toronto

H-index: 85
Richard Hartley

Richard Hartley

Australian National University

H-index: 67
Hongdong Li

Hongdong Li

Australian National University

H-index: 54
Sabine Süsstrunk

Sabine Süsstrunk

École Polytechnique Fédérale de Lausanne

H-index: 51
Stephen Gould

Stephen Gould

Australian National University

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