François‐Xavier Vialard
François‐Xavier Vialard publishes mostly in Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Statistics and Probability, on topics such as Medical Image Segmentation Techniques, Markov Chains and Monte Carlo Methods and Advanced Vision and Imaging.
- World rank
- #903,137 of 1,633,909 ranked researchers
- Rank in France
- #56,026 of 96,116
- Works
- 27
- Citations
- 56
- Citations per work
- 2.1
What does François‐Xavier Vialard 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 Recognition24% of their works
- 2Radiology, Nuclear Medicine and Imaging15% of their works
- 3Statistics and Probability12% of their works
- 4Geometry and Topology9% of their works
- 5Artificial Intelligence6% of their works
- 6Computational Mechanics6% of their works
Research topics
- Medical Image Segmentation Techniques
- Markov Chains and Monte Carlo Methods
- Advanced Vision and Imaging
- Geometric Analysis and Curvature Flows
- Medical Imaging Techniques and Applications
- Domain Adaptation and Few-Shot Learning
- Stochastic Gradient Optimization Techniques
- Topological and Geometric Data Analysis
Which keywords describe François‐Xavier Vialard's research?
The keywords of their largest research topics: Deep Learning, Image Segmentation, Medical Image Analysis, Approximation Algorithms, Bayesian Monte Carlo, Markov Chain, Unsupervised Learning and Depth Estimation.
- Topological Methods
- Random Projections
- Domain Adaptation
- Ricci Curvature
- Optimal Transport
- Depth Estimation
- Markov Chain
- Approximation Algorithms
- Image Segmentation
- Deep Learning
- Medical Image Analysis
- Bayesian Monte Carlo
- Unsupervised Learning
- Imaging
- PET/CT
- Stereo Vision
- Persistent Homology
- Stochastic Gradient Descent
- Transfer Learning
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 19 words, with their numbers
- Deep Learning62 topics
- Image Segmentation51 topic
- Medical Image Analysis51 topic
- Approximation Algorithms42 topics
- Bayesian Monte Carlo31 topic
- Markov Chain31 topic
- Unsupervised Learning32 topics
- Depth Estimation21 topic
- Imaging21 topic
- Optimal Transport21 topic
- PET/CT21 topic
- Ricci Curvature21 topic
- Stereo Vision21 topic
- Domain Adaptation11 topic
- Persistent Homology11 topic
- Random Projections11 topic
- Stochastic Gradient Descent11 topic
- Topological Methods11 topic
- Transfer Learning11 topic
Where does François‐Xavier Vialard work?
François‐Xavier Vialard's main affiliation in the publication record is Laboratoire d'Informatique Gaspard-Monge, France.
How many publications and citations does François‐Xavier Vialard have?
Science Explorer counts 27 works and 56 citations for François‐Xavier Vialard, ranking #903,137 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.