Michael M. Bronstein

31.9k citations
178 papers · 14.7k · 10 hit papers · h-index 50

Impact in

Papers in

    • Image Retrieval and Classification Techniques 29
    • Advanced Image and Video Retrieval Techniques 20
    • Medical Image Segmentation Techniques 18
    • Advanced Vision and Imaging 16
    • Face and Expression Recognition 15
    • 3D Shape Modeling and Analysis 58
    • Advanced Numerical Analysis Techniques 19

Michael M. Bronstein

169 papers receiving 14.3k citations

Michael M. Bronstein's Hit Papers

Targeting protein–ligand neosurfaces with a generalizable deep learning tool 2025 · 28 citations
280+6+12Years since publication10002.0k3.0k4.0k

Peers

Michael M. Bronstein
Comparison fields: 5 of 196
  • Computer Graphics and Computer-Aided Design 2.0k
  • Geology 2.3k
  • Computer Vision and Pattern Recognition 7.2k
  • Computational Mechanics 5.9k
  • Environmental Engineering 1.4k
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Richard Hartley Australia
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Michael M. Bronstein relative to Werner Stuetzle United States Werner Stuetzle's profile →
Citations per field
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Citations per year

Countries citing papers authored by Michael M. Bronstein

Since Specialization
Citations

This map shows the geographic impact of Michael M. Bronstein's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michael M. Bronstein with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael M. Bronstein more than expected).

Fields of papers citing papers by Michael M. Bronstein

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael M. Bronstein. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michael M. Bronstein. The network helps show where Michael M. Bronstein may publish in the future.

Co-authors

The 25 scholars most cited alongside Michael M. Bronstein, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Michael M. Bronstein Line = papers co-authored together Michael M. Bronstein links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 178 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Dynamic Graph CNN for Learning on Point Clouds
Hit paper breakdown →
20194073
2
Geometric Deep Learning: Going beyond Euclidean data
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20171950
3
Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs
Hit paper breakdown →
20171005
4
Shape google
Hit paper breakdown →
2011573
5
Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning
Hit paper breakdown →
2019478
6
Numerical Geometry of Non-Rigid Shapes
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2008473
7
LDAHash: Improved Matching with Smaller Descriptors
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2011423
8 2006340
9 2005279
10 2009175
11 2021162
12 2022145
13 2015144
14 2006144
15 2016140
16 2014137
17 2015125
18
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
2017125
19 2020115
20 2013111

About Michael M. Bronstein

Michael M. Bronstein is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics, Signal Processing, Computational Theory and Mathematics and Molecular Biology, having authored 178 papers that have together received 14.7k indexed citations. Recurring topics across this work include 3D Shape Modeling and Analysis (58 papers), Image Retrieval and Classification Techniques (29 papers), Advanced Image and Video Retrieval Techniques (20 papers), Advanced Numerical Analysis Techniques (19 papers), Medical Image Segmentation Techniques (18 papers), Blind Source Separation Techniques (17 papers), Advanced Vision and Imaging (16 papers) and Face and Expression Recognition (15 papers). The work is most often cited by research in Computer Graphics and Computer-Aided Design (2.0k citations), Geology (2.3k citations), Computer Vision and Pattern Recognition (7.2k citations), Computational Mechanics (5.9k citations) and Environmental Engineering (1.4k citations). Michael M. Bronstein has collaborated with scholars based in Switzerland, Israel and United Kingdom. Frequent co-authors include Alexander M. Bronstein, Ron Kimmel, Justin Solomon, Yue Wang, Yongbin Sun, Ziwei Liu, Sanjay E. Sarma, Pierre Vandergheynst, Joan Bruna and Yann LeCun. Their work appears in journals such as Computer Graphics Forum, International Journal of Computer Vision, IEEE Transactions on Pattern Analysis and Machine Intelligence, Scientific Reports and ACM Transactions on Graphics.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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