Simone Rossi
Simone Rossi publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Automotive Engineering, on topics such as Gaussian Processes and Bayesian Inference, Domain Adaptation and Few-Shot Learning and Generative Adversarial Networks and Image Synthesis.
- World rank
- #5,220,313 of 7,710,434 ranked researchers
- Rank in France
- #220,572 of 324,115
- Works
- 30
- Citations
- 112
- Citations per work
- 3.7
What does Simone Rossi research?
Simone Rossi's work is mostly in Computer Science (52%), Engineering (16%), Economics, Econometrics and Finance (6%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences2068.3%
- Computer Science1652.4%
- Engineering515.9%
- Everything else825.6%
- Social Sciences26.1%
- 1Artificial Intelligence40% of their works
- 2Computer Vision and Pattern Recognition12% of their works
- 3Automotive Engineering6% of their works
- 4Control and Systems Engineering6% of their works
- 5Economics and Econometrics6% of their works
- 6Aerospace Engineering4% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Domain Adaptation and Few-Shot Learning
- Generative Adversarial Networks and Image Synthesis
- Bayesian Methods and Mixture Models
- Adversarial Robustness in Machine Learning
- Machine Learning and Algorithms
- Advanced Vision and Imaging
- Robotics and Sensor-Based Localization
Which keywords describe Simone Rossi's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Unsupervised Learning, Bayesian Inference, Variational Inference, Gaussian Processes, Representation Learning and Neural Networks.
- SLAM
- Image Classification
- Adversarial Examples
- 3D Mapping
- Clustering
- Image Synthesis
- Domain Adaptation
- Semi-Supervised Learning
- Neural Networks
- Gaussian Processes
- Bayesian Inference
- Machine Learning
- Deep Learning
- Unsupervised Learning
- Variational Inference
- Representation Learning
- Probabilistic Models
- Sparse Regression
- Generative Adversarial Networks
- Transfer Learning
- Mixture Models
- Active Learning
- Depth Estimation
- Robustness
- 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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 25 words, with their numbers
- Deep Learning214 topics
- Machine Learning153 topics
- Unsupervised Learning153 topics
- Bayesian Inference132 topics
- Variational Inference132 topics
- Gaussian Processes122 topics
- Representation Learning122 topics
- Neural Networks92 topics
- Probabilistic Models91 topic
- Semi-Supervised Learning92 topics
- Sparse Regression91 topic
- Domain Adaptation61 topic
- Generative Adversarial Networks61 topic
- Image Synthesis61 topic
- Transfer Learning61 topic
- Clustering41 topic
- Mixture Models41 topic
- 3D Mapping31 topic
- Active Learning31 topic
- Adversarial Examples31 topic
- Depth Estimation31 topic
- Image Classification31 topic
- Robustness31 topic
- SLAM31 topic
- Stereo Vision31 topic
Where does Simone Rossi work?
Simone Rossi's main affiliation in the publication record is EURECOM, France.
How many publications and citations does Simone Rossi have?
OpenAlex counts 30 works and 112 citations for Simone Rossi, an h-index of 6, ranking #5,220,313 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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.
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