Mathilde Caron
Impact in
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- Advanced Neural Network Applications
- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
- Human Pose and Action Recognition
- Video Surveillance and Tracking Methods
- Artificial Intelligence top 0.5%
- Domain Adaptation and Few-Shot Learning
- AI in cancer detection
- Anomaly Detection Techniques and Applications
Papers in
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- Domain Adaptation and Few-Shot Learning 9
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- Advanced Neural Network Applications 5
- Multimodal Machine Learning Applications 4
- Advanced Image and Video Retrieval Techniques 4
- Digital Imaging for Blood Diseases 1
- Co-authors
- Piotr Bojanowski (6 shared papers)Armand Joulin (6 shared papers)Hervé Jeǵou (2 shared papers)Hugo Touvron (3 shared papers)Ishan Misra (3 shared papers)Julien Mairal (1 shared paper)Matthijs Douze (1 shared paper)Matthieu Cord (1 shared paper)
- Journals
- PLoS Computational Biology (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)Lecture notes in computer science (3 papers)2021 IEEE/CVF International Conference on Computer Vision (ICCV) (2 papers)KTH Publication Database DiVA (KTH Royal Institute of Technology) (1 paper)
- Partner nations
- United StatesFranceGermany
In The Last Decade
Mathilde Caron
12 papers receiving 5.3k citations
Mathilde Caron's Hit Papers
Peers
Comparison fields: 5 of 164
- Computer Vision and Pattern Recognition 3.2k
- Artificial Intelligence 2.8k
- Media Technology 424
- Computer Graphics and Computer-Aided Design 117
- Signal Processing 296
Countries citing papers authored by Mathilde Caron
This map shows the geographic impact of Mathilde Caron'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 Mathilde Caron with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mathilde Caron more than expected).
Fields of papers citing papers by Mathilde Caron
This network shows the impact of papers produced by Mathilde Caron. 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 Mathilde Caron. The network helps show where Mathilde Caron may publish in the future.
Co-authors
The 25 scholars most cited alongside Mathilde Caron, 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 | Emerging Properties in Self-Supervised Vision Transformers Hit paper breakdown → | 2021 | 3175 |
| 2 | Deep Clustering for Unsupervised Learning of Visual Features Hit paper breakdown → | 2018 | 1514 |
| 3 | ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training Hit paper breakdown → | 2022 | 492 |
| 4 | 2022 | 133 | |
| 5 | 2021 | 69 | |
| 6 | 2023 | 54 | |
| 7 | 2023 | 30 | |
| 8 | 2023 | 12 | |
| 9 | 2024 | 3 | |
| 10 | 2003 | 2 | |
| 11 | Inaptitude, invalidité, handicap : l'image du « manque » en droit social | 2011 | 1 |
| 12 | Unsupervised Representation Learning with Clustering in Deep Convolutional Networks | 2018 | 1 |
| 13 | 2025 | 0 | |
| 14 | 2024 | 0 | |
| 15 | 2023 | 0 | |
| 16 | 2024 | 0 |
About Mathilde Caron
Mathilde Caron is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Surgery, Communication and Urban Studies, having authored 16 papers that have together received 5.5k indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (9 papers), Advanced Neural Network Applications (5 papers), Multimodal Machine Learning Applications (4 papers), Advanced Image and Video Retrieval Techniques (4 papers), Advanced Adaptive Filtering Techniques (1 paper), Surgical Simulation and Training (1 paper), Robotics and Automated Systems (1 paper) and Digital Imaging for Blood Diseases (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (3.2k citations), Artificial Intelligence (2.8k citations), Media Technology (424 citations), Computer Graphics and Computer-Aided Design (117 citations) and Signal Processing (296 citations). Mathilde Caron has collaborated with scholars based in United States, France and Germany. Frequent co-authors include Piotr Bojanowski, Armand Joulin, Hervé Jeǵou, Hugo Touvron, Ishan Misra, Julien Mairal, Matthijs Douze, Matthieu Cord, Jakob Verbeek and Alaaeldin El-Nouby. Their work appears in journals such as PLoS Computational Biology, IEEE Transactions on Pattern Analysis and Machine Intelligence, Lecture notes in computer science, 2021 IEEE/CVF International Conference on Computer Vision (ICCV) and KTH Publication Database DiVA (KTH Royal Institute of Technology).
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.