Xavier Bresson
Xavier Bresson publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Mechanics, on topics such as Advanced Graph Neural Networks, Metaheuristic Optimization Algorithms Research and Advanced Text Analysis Techniques.
- World rank
- #41,148 of 1,633,909 ranked researchers
- Rank in Switzerland
- #1,072 of 19,404
- Works
- 38
- Citations
- 392
- Citations per work
- 10.3
What does Xavier Bresson research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Computer Vision and Pattern Recognition19% of their works
- 3Computational Mechanics9% of their works
- 4Statistical and Nonlinear Physics6% of their works
- 5Mathematical Physics3% of their works
- 6Industrial and Manufacturing Engineering3% of their works
Research topics
Which keywords describe Xavier Bresson's research?
The keywords of their largest research topics: Deep Learning, Graph Neural Networks, Image Segmentation, Knowledge Graph Embedding, Neural Networks, Automatic, Community Structure and Compressed Sensing.
- MRI
- Backpropagation Learning
- Particle Swarm Optimization
- Medical Image Analysis
- Extraction
- Compressed Sensing
- Automatic
- Knowledge Graph Embedding
- Graph Neural Networks
- Deep Learning
- Image Segmentation
- Neural Networks
- Community Structure
- Differential Evolution
- Graph Cuts
- Network Dynamics
- Sparse Representation
- Brain Tumor
- Self-Organizing Maps
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 Learning74 topics
- Graph Neural Networks31 topic
- Image Segmentation32 topics
- Knowledge Graph Embedding31 topic
- Neural Networks32 topics
- Automatic21 topic
- Community Structure21 topic
- Compressed Sensing21 topic
- Differential Evolution21 topic
- Extraction21 topic
- Graph Cuts21 topic
- Medical Image Analysis21 topic
- Network Dynamics21 topic
- Particle Swarm Optimization21 topic
- Sparse Representation21 topic
- Backpropagation Learning11 topic
- Brain Tumor11 topic
- MRI11 topic
- Self-Organizing Maps11 topic
Where does Xavier Bresson work?
Xavier Bresson's main affiliation in the publication record is École Polytechnique Fédérale de Lausanne, Switzerland.
How many publications and citations does Xavier Bresson have?
Science Explorer counts 38 works and 392 citations for Xavier Bresson, ranking #41,148 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.