Mathieu Salzmann

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

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

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

DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses

CLOAF: CoLlisiOn-Aware Human Flow

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

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

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

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

Google Scholar

Mathieu Salzmann Skills & Research Interests

Computer vision

machine learning

Top articles of Mathieu Salzmann

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

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024/1/17

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

arXiv preprint arXiv:2404.07504

2024/4/11

Tong Zhang
Tong Zhang

H-Index: 20

Wei Ke
Wei Ke

H-Index: 10

Mathieu Salzmann
Mathieu Salzmann

H-Index: 43

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

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024/4/4

DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses

arXiv preprint arXiv:2403.13683

2024/3/20

CLOAF: CoLlisiOn-Aware Human Flow

2024/3/14

Mathieu Salzmann
Mathieu Salzmann

H-Index: 43

Pascal Fua
Pascal Fua

H-Index: 67

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

arXiv preprint arXiv:2403.06546

2024/3/11

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

arXiv preprint arXiv:2402.17062

2024/2/26

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

Advances in Neural Information Processing Systems

2024/2/13

Toward Automatic Typography Analysis: Serif Classification and Font Similarities

Journal of Data Mining & Digital Humanities

2024/2/6

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

arXiv preprint arXiv:2402.02736

2024/2/5

Diffusionpcr: Diffusion models for robust multi-step point cloud registration

arXiv preprint arXiv:2312.03053

2023/12/5

Detecting road obstacles by erasing them

IEEE transactions on pattern analysis and machine intelligence

2023/11/29

Gigapose: Fast and robust novel object pose estimation via one correspondence

arXiv preprint arXiv:2311.14155

2023/11/23

Mathieu Salzmann
Mathieu Salzmann

H-Index: 43

TIC-TAC: A Framework To Learn And Evaluate Your Covariance

arXiv preprint arXiv:2310.18953

2023/10/29

Mathieu Salzmann
Mathieu Salzmann

H-Index: 43

Alexandre Alahi
Alexandre Alahi

H-Index: 28

Fast adversarial training with adaptive step size

IEEE Transactions on Image Processing

2023/10/26

Neural SDF Flow for 3D Reconstruction of Dynamic Scenes

2023/10/13

How To Train Your Covariance

2023/10/13

Mathieu Salzmann
Mathieu Salzmann

H-Index: 43

Alexandre Alahi
Alexandre Alahi

H-Index: 28

Weight-Based Performance Estimation for Diverse Domains

2023/10/13

Xi Wang
Xi Wang

H-Index: 2

Mathieu Salzmann
Mathieu Salzmann

H-Index: 43

Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning

2023/10/13

3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation

2024

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

Co-Authors

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