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Florian Bernard

About Florian Bernard

Florian Bernard, With an exceptional h-index of 23 and a recent h-index of 22 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of correspondence problems, machine learning, optimization, shape analysis, visual computing.

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

Partial-to-Partial Shape Matching with Geometric Consistency

Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation

FIRe: Fast inverse rendering using directional and signed distance functions

Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching

Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching

Geometrically Consistent Partial Shape Matching

Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs

Universe points representation learning for partial multi-graph matching

Florian Bernard Information

University

Position

Visiting Professor

Citations(all)

3767

Citations(since 2020)

3521

Cited By

1272

hIndex(all)

23

hIndex(since 2020)

22

i10Index(all)

32

i10Index(since 2020)

31

Email

University Profile Page

Google Scholar

Florian Bernard Skills & Research Interests

correspondence problems

machine learning

optimization

shape analysis

visual computing

Top articles of Florian Bernard

Partial-to-Partial Shape Matching with Geometric Consistency

arXiv preprint arXiv:2404.12209

2024/4/18

Marvin Eisenberger
Marvin Eisenberger

H-Index: 3

Daniel Cremers
Daniel Cremers

H-Index: 77

Florian Bernard
Florian Bernard

H-Index: 15

Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation

arXiv preprint arXiv:2402.18920

2024/2/29

Marvin Eisenberger
Marvin Eisenberger

H-Index: 3

Daniel Cremers
Daniel Cremers

H-Index: 77

Florian Bernard
Florian Bernard

H-Index: 15

FIRe: Fast inverse rendering using directional and signed distance functions

arXiv preprint arXiv:2203.16284

2022/12/5

Tarun Yenamandra
Tarun Yenamandra

H-Index: 1

Nan Yang
Nan Yang

H-Index: 11

Florian Bernard
Florian Bernard

H-Index: 15

Daniel Cremers
Daniel Cremers

H-Index: 77

Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching

arXiv preprint arXiv:2310.11420

2023/10/17

Florian Bernard
Florian Bernard

H-Index: 15

Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching

arXiv preprint arXiv:2310.08230

2023/10/12

Ahmed Abbas
Ahmed Abbas

H-Index: 0

Florian Bernard
Florian Bernard

H-Index: 15

Geometrically Consistent Partial Shape Matching

arXiv preprint arXiv:2309.05013

2023/9/10

Marvin Eisenberger
Marvin Eisenberger

H-Index: 3

Florian Bernard
Florian Bernard

H-Index: 15

Daniel Cremers
Daniel Cremers

H-Index: 77

Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs

arXiv preprint arXiv:2307.13078

2023/7/24

Florian Bernard
Florian Bernard

H-Index: 15

Universe points representation learning for partial multi-graph matching

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Florian Bernard
Florian Bernard

H-Index: 15

Non-Separable Multi-Dimensional Network Flows for Visual Computing

arXiv preprint arXiv:2305.08628

2023/5/15

Daniel Cremers
Daniel Cremers

H-Index: 77

Florian Bernard
Florian Bernard

H-Index: 15

Unsupervised learning of robust spectral shape matching

arXiv preprint arXiv:2304.14419

2023/4/27

Florian Bernard
Florian Bernard

H-Index: 15

Non-negative Spherical Relaxations for Universe-Free Multi-matching and Clustering

2023/4/18

Johan Thunberg
Johan Thunberg

H-Index: 13

Florian Bernard
Florian Bernard

H-Index: 15

Sigma: Scale-invariant global sparse shape matching

2023

Marvin Eisenberger
Marvin Eisenberger

H-Index: 3

Zorah Lähner
Zorah Lähner

H-Index: 8

Michael Moeller
Michael Moeller

H-Index: 18

Daniel Cremers
Daniel Cremers

H-Index: 77

Florian Bernard
Florian Bernard

H-Index: 15

Self-supervised learning for multimodal non-rigid 3d shape matching

2023

Florian Bernard
Florian Bernard

H-Index: 15

Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching

2023

Zorah Lähner
Zorah Lähner

H-Index: 8

Florian Bernard
Florian Bernard

H-Index: 15

Neural implicit representations for physical parameter inference from a single video

2023

Lukas Koestler
Lukas Koestler

H-Index: 0

Florian Bernard
Florian Bernard

H-Index: 15

Daniel Cremers
Daniel Cremers

H-Index: 77

Unsupervised deep multi-shape matching

2022/10/23

Florian Bernard
Florian Bernard

H-Index: 15

A comparative study of graph matching algorithms in computer vision

2022/10/23

Stefan Haller
Stefan Haller

H-Index: 1

Florian Bernard
Florian Bernard

H-Index: 15

Bogdan Savchynskyy
Bogdan Savchynskyy

H-Index: 15

Handflow: Quantifying view-dependent 3d ambiguity in two-hand reconstruction with normalizing flow

arXiv preprint arXiv:2210.01692

2022/10/4

Jiayi Wang
Jiayi Wang

H-Index: 1

Franziska Mueller
Franziska Mueller

H-Index: 20

Florian Bernard
Florian Bernard

H-Index: 15

Adam Kortylewski
Adam Kortylewski

H-Index: 13

Pattern Recognition: 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27–30, 2022, Proceedings

2022/9/22

Florian Bernard
Florian Bernard

H-Index: 15

Daniel Cremers
Daniel Cremers

H-Index: 77

Simone Frintrop
Simone Frintrop

H-Index: 17

Efficient and Flexible Sublabel-Accurate Energy Minimization

2022/8/21

Daniel Cremers
Daniel Cremers

H-Index: 77

Florian Bernard
Florian Bernard

H-Index: 15

See List of Professors in Florian Bernard University(Technische Universität München)

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