Guillermo Sapiro
Impact in
- Computer Vision and Pattern Recognition top 0.01%
- Image and Signal Denoising Methods
- Medical Image Segmentation Techniques
- Advanced Image Processing Techniques
- Advanced Vision and Imaging
- Generative Adversarial Networks and Image Synthesis
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- Computer Graphics and Visualization Techniques
Papers in
-
- Computer Graphics and Visualization Techniques 43
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- Medical Image Segmentation Techniques 76
- Image and Signal Denoising Methods 60
- Advanced Vision and Imaging 46
- Co-authors
- Vicent CasellesJulien MairalRon KimmelMarcelo Bertalmı́oJean PonceFrancis BachColoma BallesterV. Caselles
- Journals
- IEEE Transactions on Image Processing (23 papers)International Journal of Computer Vision (11 papers)IEEE Transactions on Signal Processing (10 papers)NeuroImage (9 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (8 papers)
- Partner nations
- United StatesIsraelUruguay
In The Last Decade
Guillermo Sapiro
428 papers receiving 38.0k citations
Hit Papers
Peers
Comparison fields: 5 of 216
- Computer Vision and Pattern Recognition 25.5k
- Computer Graphics and Computer-Aided Design 2.9k
- Computational Mathematics 404
- Media Technology 5.9k
- Computational Mechanics 8.9k
Countries citing papers authored by Guillermo Sapiro
This map shows the geographic impact of Guillermo Sapiro'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 Guillermo Sapiro with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guillermo Sapiro more than expected).
Fields of papers citing papers by Guillermo Sapiro
This network shows the impact of papers produced by Guillermo Sapiro. 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 Guillermo Sapiro. The network helps show where Guillermo Sapiro may publish in the future.
Co-authors
The 25 scholars most cited alongside Guillermo Sapiro, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2025 | 0 | |
| 2 | 2024 | 1 | |
| 3 | 2024 | 2 | |
| 4 | 2024 | 1 | |
| 5 | 2022 | 7 | |
| 6 | 2021 | 4 | |
| 7 | Adversarially Learned Representations for Information Obfuscation and Inference | 2019 | 18 |
| 8 | DCFNet: Deep Neural Network with Decomposed Convolutional Filters | 2018 | 4 |
| 9 | Generalization Error of Invariant Classifiers. | 2016 | 5 |
| 10 | Learning transformations for clustering and classification | 2015 | 29 |
| 11 | 2014 | 51 | |
| 12 | 2013 | 87 | |
| 13 | 2013 | 9 | |
| 14 | Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012 | 2012 | 59 |
| 15 | Learning Efficient Structured Sparse Models | 2012 | 12 |
| 16 | The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning | 2011 | 20 |
| 17 | Online Learning for Matrix Factorization and Sparse Coding Hit paper breakdown → | 2010 | 1597 |
| 18 | Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations | 2009 | 147 |
| 19 | Molecular Architecture of Native HIV-1 gp 120 Trimers | 2008 | 1 |
| 20 | Classification and uniqueness of invariant geometric flows | 1993 | 17 |
About Guillermo Sapiro
Guillermo Sapiro is a scholar working on Computer Graphics and Computer-Aided Design, Computer Vision and Pattern Recognition, Structural Biology, Computational Mechanics and Computational Mathematics, having authored 436 papers that have together received 40.1k indexed citations. Recurring topics across this work include Medical Image Segmentation Techniques (76 papers), Sparse and Compressive Sensing Techniques (63 papers), Image and Signal Denoising Methods (60 papers), Advanced Neuroimaging Techniques and Applications (51 papers), Advanced Vision and Imaging (46 papers), Computer Graphics and Visualization Techniques (43 papers), Autism Spectrum Disorder Research (34 papers) and 3D Shape Modeling and Analysis (34 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (25.5k citations), Computer Graphics and Computer-Aided Design (2.9k citations), Computational Mathematics (404 citations), Media Technology (5.9k citations) and Computational Mechanics (8.9k citations). Guillermo Sapiro has collaborated with scholars based in United States, Israel and Uruguay. Frequent co-authors include Vicent Caselles, Julien Mairal, Ron Kimmel, Marcelo Bertalmı́o, Jean Ponce, Francis Bach, Coloma Ballester, V. Caselles, Alberto Bartesaghi and G. Seroussi. Their work appears in journals such as IEEE Transactions on Image Processing, International Journal of Computer Vision, IEEE Transactions on Signal Processing, NeuroImage and IEEE Transactions on Pattern Analysis and Machine Intelligence.
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.