Julien Mairal
Julien Mairal publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics, on topics such as Sparse and Compressive Sensing Techniques, Domain Adaptation and Few-Shot Learning and Advanced Image and Video Retrieval Techniques.
- World rank
- #8,069 of 1,633,909 ranked researchers
- Rank in France
- #496 of 96,116
- Works
- 63
- Citations
- 1.3k
- Citations per work
- 21.2
What does Julien Mairal research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition33% of their works
- 2Artificial Intelligence18% of their works
- 3Computational Mechanics10% of their works
- 4Media Technology6% of their works
- 5Aerospace Engineering5% of their works
- 6Molecular Biology5% of their works
Research topics
- Sparse and Compressive Sensing Techniques
- Domain Adaptation and Few-Shot Learning
- Advanced Image and Video Retrieval Techniques
- Image and Signal Denoising Methods
- Advanced Neural Network Applications
- Medical Image Segmentation Techniques
- Stochastic Gradient Optimization Techniques
- Advanced Vision and Imaging
Which keywords describe Julien Mairal's research?
The keywords of their largest research topics: Deep Learning, Convex Optimization, Convolutional Neural Networks, Compressed Sensing, Sparse Representation, Unsupervised Learning, Domain Adaptation and Feature Matching.
- Stochastic Gradient Descent
- Random Projections
- Object Detection
- Image Segmentation
- Transfer Learning
- Local Descriptors
- Feature Matching
- Unsupervised Learning
- Compressed Sensing
- Convex Optimization
- Deep Learning
- Convolutional Neural Networks
- Sparse Representation
- Domain Adaptation
- Image Denoising
- Sparse Representations
- Image Recognition
- Medical Image Analysis
- Depth Estimation
- Stereo Vision
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 20 words, with their numbers
- Deep Learning215 topics
- Convex Optimization112 topics
- Convolutional Neural Networks92 topics
- Compressed Sensing81 topic
- Sparse Representation81 topic
- Unsupervised Learning82 topics
- Domain Adaptation51 topic
- Feature Matching51 topic
- Image Denoising51 topic
- Local Descriptors51 topic
- Sparse Representations51 topic
- Transfer Learning51 topic
- Image Recognition41 topic
- Image Segmentation41 topic
- Medical Image Analysis41 topic
- Object Detection41 topic
- Depth Estimation31 topic
- Random Projections31 topic
- Stereo Vision31 topic
- Stochastic Gradient Descent31 topic
Where does Julien Mairal work?
Julien Mairal's main affiliation in the publication record is Institut national de recherche en sciences et technologies du numérique, France.
How many publications and citations does Julien Mairal have?
Science Explorer counts 63 works and 1,337 citations for Julien Mairal, ranking #8,069 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.